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searching for Feature (computer vision) 483 found (973 total)

alternate case: feature (computer vision)

Motion estimation (929 words) [view diff] no match in snippet view article find links to article

In computer vision and image processing, motion estimation is the process of determining motion vectors that describe the transformation from one 2D image

DeepDream (1,779 words) [view diff] no match in snippet view article find links to article

DeepDream is a computer vision program created by Google engineer Alexander Mordvintsev that uses a convolutional neural network to find and enhance patterns

Mean shift (2,023 words) [view diff] no match in snippet view article find links to article

mode-seeking algorithm. Application domains include cluster analysis in computer vision and image processing. The mean shift procedure is usually credited

Outline of computer vision (771 words) [view diff] no match in snippet view article find links to article

outline is provided as an overview of and topical guide to computer vision: Computer vision – interdisciplinary field that deals with how computers can

Pattern recognition (4,259 words) [view diff] no match in snippet view article find links to article

is popular in the context of computer vision: a leading computer vision conference is named Conference on Computer Vision and Pattern Recognition. In machine

Structure from motion (2,603 words) [view diff] no match in snippet view article find links to article

is a classic problem studied in the fields of computer vision and visual perception. In computer vision, the problem of SfM is to design an algorithm

Visual odometry (1,669 words) [view diff] no match in snippet view article find links to article

In robotics and computer vision, visual odometry is the process of determining the position and orientation of a robot by analyzing the associated camera

U-Net (1,214 words) [view diff] no match in snippet view article find links to article

One important modification in U-Net is that there are a large number of feature channels in the upsampling part, which allow the network to propagate context

Convolutional neural network (15,585 words) [view diff] no match in snippet view article find links to article

networks are the de-facto standard in deep learning-based approaches to computer vision and image processing, and have only recently been replaced—in some

Bag-of-words model in computer vision (2,620 words) [view diff] no match in snippet view article find links to article

In computer vision, the bag-of-words (BoW) model, sometimes called bag-of-visual-words model, can be applied to image classification or retrieval, by

Tango (platform) (1,502 words) [view diff] no match in snippet view article

Technology and Projects (ATAP), a skunkworks division of Google. It used computer vision to enable mobile devices, such as smartphones and tablets, to detect

3D reconstruction (3,950 words) [view diff] no match in snippet view article find links to article

In computer vision and computer graphics, 3D reconstruction is the process of capturing the shape and appearance of real objects. This process can be

Bing Audio (295 words) [view diff] no match in snippet view article find links to article

subscribers can immediately add the songs to their playlists. A unique feature compared to similar services is that Bing Audio continuously listens and

Optical braille recognition (716 words) [view diff] no match in snippet view article find links to article

ISSN 1051-4651. S2CID 16350406. Ng, C.; Ng, V.; Lau, Y. (September 1999). "Regular feature extraction for recognition of Braille". Proceedings Third International

CVIPtools (612 words) [view diff] no match in snippet view article find links to article

The Computer Vision and Image Processing Feature Extraction and Pattern Classification Tool, CVIP-FEPC, is used to advance human and computer vision applications

Digital image processing (5,364 words) [view diff] no match in snippet view article find links to article

progress without sufficient resources. Digital imaging Computer graphics Computer vision CVIPtools Digitizing Fourier transform Free boundary condition GPGPU

Underwater computer vision (1,185 words) [view diff] no match in snippet view article find links to article

Underwater computer vision is a subfield of computer vision. In recent years, with the development of underwater vehicles ( ROV, AUV, gliders), the need

Simultaneous localization and mapping (3,878 words) [view diff] no match in snippet view article find links to article

SLAM algorithms are based on concepts in computational geometry and computer vision, and are used in robot navigation, robotic mapping and odometry for

OpenCV (955 words) [view diff] no match in snippet view article find links to article

OpenCV (Open Source Computer Vision Library) is a library of programming functions mainly for real-time computer vision. Originally developed by Intel

Image histogram (485 words) [view diff] no match in snippet view article find links to article

picture brightness and contrast can thus be obtained. In the field of computer vision, image histograms can be useful tools for thresholding. Because the

Motion capture (7,006 words) [view diff] no match in snippet view article find links to article

entertainment, sports, medical applications, and for validation of computer vision and robots. In films, television shows and video games, motion capture

Audio-visual speech recognition (158 words) [view diff] no match in snippet view article find links to article

get feature vector out of it . For visual part generally we use some variant of convolutional neural network to compress the image to a feature vector

Conditional random field (2,065 words) [view diff] no match in snippet view article find links to article

functional region finding, and object recognition and image segmentation in computer vision. CRFs are a type of discriminative undirected probabilistic graphical

N-jet (145 words) [view diff] no match in snippet view article find links to article

) {\displaystyle f(x)} up to order N. Specifically, in the area of computer vision, the N-jet is usually computed from a scale space representation L

Takeo Kanade (816 words) [view diff] no match in snippet view article find links to article

computer scientist and one of the world's foremost researchers in computer vision. He is U.A. and Helen Whitaker Professor at Carnegie Mellon School

Bundle adjustment (1,042 words) [view diff] no match in snippet view article find links to article

photogrammetry during the 1950s and has increasingly been used by computer vision researchers during recent years.: 2 Bundle adjustment boils down to

Bag-of-words model (926 words) [view diff] no match in snippet view article find links to article

occurrence of each word is used as a feature for training a classifier. It has also been used for computer vision. An early reference to "bag of words"

Marr–Hildreth algorithm (278 words) [view diff] no match in snippet view article find links to article

In computer vision, the Marr–Hildreth algorithm is a method of detecting edges in digital images, that is, continuous curves where there are strong and

One-shot learning (computer vision) (4,104 words) [view diff] no match in snippet view article

One-shot learning is an object categorization problem, found mostly in computer vision. Whereas most machine learning-based object categorization algorithms

Random sample consensus (4,146 words) [view diff] no match in snippet view article find links to article

scale-invariant feature transform, image stitching, rigid motion segmentation. Since 1981 RANSAC has become a fundamental tool in the computer vision and image

Local binary patterns (1,297 words) [view diff] no match in snippet view article find links to article

patterns (LBP) is a type of visual descriptor used for classification in computer vision. LBP is the particular case of the Texture Spectrum model proposed

Computer stereo vision (2,241 words) [view diff] no match in snippet view article find links to article

the observer's right eye and from the left one to the left eye. In a computer vision system, several pre-processing steps are required. The image must first

Image stitching (2,834 words) [view diff] no match in snippet view article find links to article

algorithm is run. The RANSAC algorithm has found many applications in computer vision, including the simultaneous solving of the correspondence problem and

3D pose estimation (1,050 words) [view diff] no match in snippet view article find links to article

user-defined reference pose, given an image or a 3D scan. It arises in computer vision or robotics where the pose or transformation of an object can be used

Yann LeCun (1,994 words) [view diff] no match in snippet view article find links to article

computer scientist working primarily in the fields of machine learning, computer vision, mobile robotics and computational neuroscience. He is the Silver Professor

Machine learning (15,570 words) [view diff] no match in snippet view article find links to article

application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The

Pose (computer vision) (725 words) [view diff] no match in snippet view article

In the fields of computing and computer vision, pose (or spatial pose) represents the position and the orientation of an object, each usually in three

Document mosaicing (1,912 words) [view diff] no match in snippet view article find links to article

"Appendix-Projective geometry for machine vision". Geometric Invariance in Computer Vision. Cambridge MA: MIT Press. CiteSeerX 10.1.1.17.1329. ISBN 9780262132855

Convolution (8,819 words) [view diff] no match in snippet view article find links to article

processing and image processing, geophysics, engineering, physics, computer vision and differential equations. The convolution can be defined for functions

Contextual image classification (1,417 words) [view diff] no match in snippet view article find links to article

Contextual image classification, a topic of pattern recognition in computer vision, is an approach of classification based on contextual information in

AI-complete (1,530 words) [view diff] no match in snippet view article find links to article

algorithm. In the past, problems supposed to be AI-complete included computer vision, natural language understanding, and dealing with unexpected circumstances

AlexNet (2,160 words) [view diff] no match in snippet view article find links to article

structured estimation, among others. For computer vision in particular, much progress came from manual feature engineering, such as SIFT features, SURF

Thomas Binford (427 words) [view diff] no match in snippet view article find links to article

researcher in image analysis and computer vision since 1967. He developed a model-based approach to computer vision in which complex objects are represented

PyTorch (1,359 words) [view diff] no match in snippet view article find links to article

library based on the Torch library, used for applications such as computer vision and natural language processing, originally developed by Meta AI and

Kernel (image processing) (1,718 words) [view diff] no match in snippet view article

ISBN 978-0470523971. Shapiro, Linda G.; Stockman, George C. (February 2001). Computer Vision. Prentice Hall. pp. 53–54. ISBN 978-0130307965. Implementing 2d convolution

Feature learning (5,114 words) [view diff] no match in snippet view article find links to article

machine learning (AutoML) Deep learning geometric feature learning Feature detection (computer vision) Feature extraction Word embedding Vector quantization

Optical character recognition (4,093 words) [view diff] no match in snippet view article find links to article

field of research in pattern recognition, artificial intelligence and computer vision. Early versions needed to be trained with images of each character

Free viewpoint television (818 words) [view diff] no match in snippet view article find links to article

rendering arbitrary views of natural scenes have been well known in the computer vision community for a long time but only in recent years[when?] has the speed

Irissometry (464 words) [view diff] no match in snippet view article find links to article

"Irissometry: Effects of Pupil Size on Iris Elasticity Measured With Video-Based Feature Tracking". Investigative Ophthalmology & Visual Science. 63 (2): 20. doi:10

Omnidirectional (360-degree) camera (1,456 words) [view diff] no match in snippet view article

a 360-degree view, better results can be obtained for optical flow and feature selection and matching. 360 cameras have become extremely popular within

Microsoft Azure (7,066 words) [view diff] no match in snippet view article find links to article

recognition, speaker recognition, neural speech synthesis, face recognition, computer vision, OCR/form understanding, natural language processing, machine translation

Geometric feature learning (2,042 words) [view diff] no match in snippet view article find links to article

Geometric feature learning is a technique combining machine learning and computer vision to solve visual tasks. The main goal of this method is to find

Scale co-occurrence matrix (667 words) [view diff] no match in snippet view article find links to article

Scale co-occurrence matrix (SCM) is a method for image feature extraction within scale space after wavelet transformation, proposed by Wu Jun and Zhao

Geometric hashing (1,085 words) [view diff] no match in snippet view article find links to article

consistent object basis. Geometric hashing was originally suggested in computer vision for object recognition in 2D and 3D, but later was applied to different

Morphing (1,544 words) [view diff] no match in snippet view article find links to article

For high-end use, Elastic Reality (based on MorphPlus) saw its first feature film use in In The Line of Fire (1993) and was used in Quantum Leap (work

Match moving (2,913 words) [view diff] no match in snippet view article find links to article

RMS error. What is important is that each feature represents a specific point on the surface of a real object. As a feature is tracked it becomes a series of

Binocular disparity (1,624 words) [view diff] no match in snippet view article find links to article

information from the two-dimensional retinal images in stereopsis. In computer vision, binocular disparity refers to the difference in coordinates of similar

Integral channel feature (1,542 words) [view diff] no match in snippet view article find links to article

(ICF), also known as ChnFtrs, is a method for object detection in computer vision. It uses integral images to extract features such as local sums, histograms

CellCognition (515 words) [view diff] no match in snippet view article find links to article

systems microscopy. The CellCognition framework uses image processing, computer vision and machine learning techniques for single-cell tracking and classification

Co-occurrence matrix (862 words) [view diff] no match in snippet view article find links to article

A co-occurrence matrix or co-occurrence distribution (also referred to as : gray-level co-occurrence matrices GLCMs) is a matrix that is defined over an

Medical image computing (8,475 words) [view diff] no match in snippet view article find links to article

contrast, noise, and other imaging ambiguities. Although there are many computer vision techniques for image segmentation, some have been adapted specifically

Google Goggles (591 words) [view diff] no match in snippet view article find links to article

4.0. In a May 2014 update to Google Mobile for iOS, the Google Goggles feature was removed. At Google I/O 2017, a similar app, Google Lens was announced

Visage SDK (472 words) [view diff] no match in snippet view article find links to article

Automatic detection of separate people in front of the camera Biometrics Computer vision Emotion recognition Eye tracking Face detection Facial recognition

Multilinear principal component analysis (990 words) [view diff] no match in snippet view article find links to article

" Proc. 7th European Conference on Computer Vision (ECCV'02), Copenhagen, Denmark, May, 2002, in Computer Vision – ECCV 2002, Lecture Notes in Computer

Scale invariance (4,486 words) [view diff] no match in snippet view article find links to article

8(7):e66990. Lindeberg, Tony (1998). "Feature detection with automatic scale selection". International Journal of Computer Vision. 30 (2): 79–116. doi:10.1023/A:1008045108935

Vision transformer (4,127 words) [view diff] no match in snippet view article find links to article

A vision transformer (ViT) is a transformer designed for computer vision. A ViT decomposes an input image into a series of patches (rather than text into

Reverse image search (2,834 words) [view diff] no match in snippet view article find links to article

the comparison between images using content-based image retrieval computer vision techniques. During the search the content of the image is examined

PlayStation Eye (2,122 words) [view diff] no match in snippet view article find links to article

device, similar to a webcam, for the PlayStation 3. The technology uses computer vision and gesture recognition to process images taken by the camera. This

Statistical learning theory (1,709 words) [view diff] no match in snippet view article find links to article

learning theory has led to successful applications in fields such as computer vision, speech recognition, and bioinformatics. The goals of learning are

Image segmentation (9,700 words) [view diff] no match in snippet view article find links to article

In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple image segments, also

Rectifier (neural networks) (2,990 words) [view diff] no match in snippet view article

functions for artificial neural networks, and finds application in computer vision and speech recognition using deep neural nets and computational neuroscience

Markov random field (2,817 words) [view diff] no match in snippet view article find links to article

used to model various low- to mid-level tasks in image processing and computer vision. Given an undirected graph G = ( V , E ) {\displaystyle G=(V,E)} ,

Self-supervised learning (2,047 words) [view diff] no match in snippet view article find links to article

Self-Supervised Visual Learning". 2017 IEEE International Conference on Computer Vision (ICCV). IEEE. pp. 2070–2079. arXiv:1708.07860. doi:10.1109/iccv.2017

View synthesis (316 words) [view diff] no match in snippet view article find links to article

https://web.archive.org/web/20060905013927/http://www.cs.wisc.edu/computer-vision/projects/interp/interp.html http://homepages.inf.ed.ac

Microsoft PixelSense (2,302 words) [view diff] no match in snippet view article find links to article

virtual concierge, and games, that can be customized for the customers. A feature that comes preinstalled is the "Attract" application, an image of water

Point-set registration (9,086 words) [view diff] no match in snippet view article find links to article

In computer vision, pattern recognition, and robotics, point-set registration, also known as point-cloud registration or scan matching, is the process

Phase congruency (549 words) [view diff] no match in snippet view article find links to article

Phase congruency is a measure of feature significance in computer images, a method of edge detection that is particularly robust against changes in illumination

Parallax (3,846 words) [view diff] no match in snippet view article find links to article

to gain depth perception; this process is known as stereopsis. In computer vision the effect is used for computer stereo vision, and there is a device

Video tracking (1,212 words) [view diff] no match in snippet view article find links to article

Meer, P., "Real-time tracking of non-rigid objects using mean shift," Computer Vision and Pattern Recognition, 2000. Proceedings. IEEE Conference on, vol

Viola–Jones object detection framework (2,854 words) [view diff] no match in snippet view article find links to article

on Computer Vision, 1998 "Viola-Jones' face detection claims 180k features". stackoverflow.com. Retrieved 2017-06-27. R. Szeliski, Computer Vision, algorithms

Census transform (611 words) [view diff] no match in snippet view article find links to article

of intensity, e.g. along object boundaries. It has applications in computer vision, and it is commonly used in visual correspondence problems such as

Video content analysis (1,449 words) [view diff] no match in snippet view article find links to article

videos for important events. Video content analysis is a subset of computer vision and thereby of artificial intelligence. Two major academic benchmark

Triangulation (computer vision) (2,384 words) [view diff] no match in snippet view article

In computer vision, triangulation refers to the process of determining a point in 3D space given its projections onto two, or more, images. In order to

Ground truth (1,275 words) [view diff] no match in snippet view article find links to article

example of an error of commission is when a pixel reports the presence of a feature (such a tree) that, in reality, is absent (no tree is actually present)

Graphical Models (344 words) [view diff] no match in snippet view article find links to article

image analysis. Its first change of name came in 1983, when it became Computer Vision, Graphics, and Image Processing. In 1991, it split into two journals

Mathcad (1,299 words) [view diff] no match in snippet view article find links to article

with PTC's Creo Elements/Pro, Windchill, and Creo Elements/View. Its live feature-level integration with Creo Elements/Pro enables Mathcad analytical models

Content-based image retrieval (3,080 words) [view diff] no match in snippet view article find links to article

content-based visual information retrieval (CBVIR), is the application of computer vision techniques to the image retrieval problem, that is, the problem of

EyeToy (1,845 words) [view diff] no match in snippet view article find links to article

a color webcam for use with the PlayStation 2. Supported games use computer vision and gesture recognition to process images taken by the EyeToy. This

Step detection (1,943 words) [view diff] no match in snippet view article find links to article

In statistics and signal processing, step detection (also known as step smoothing, step filtering, shift detection, jump detection or edge detection) is

Motion controller (1,477 words) [view diff] no match in snippet view article find links to article

freedom (6DOF) tracking. Image sensors are used in conjunction with computer vision and are placed in locations such as on handheld or worn devices or

Dynamic texture (634 words) [view diff] no match in snippet view article find links to article

texture is a topic of images processing and pattern recognition in computer vision. Extracting features that describe the dynamic texture can be utilized

Visual sensor network (756 words) [view diff] no match in snippet view article find links to article

arbitrarily generated one) of a live event. Wireless sensor network Computer vision Smartdust Smart camera Sensor fusion Tavli, Bulent; Bicakci, Kemal;

Check weigher (2,299 words) [view diff] no match in snippet view article find links to article

scientific method to predict these timings. Some systems have a "graphing" feature to do this, but it is generally more of an empirical method that works

Lucas–Kanade method (1,764 words) [view diff] no match in snippet view article find links to article

In computer vision, the Lucas–Kanade method is a widely used differential method for optical flow estimation developed by Bruce D. Lucas and Takeo Kanade

David Marr (neuroscientist) (2,186 words) [view diff] no match in snippet view article

his honour. The Marr Prize, one of the most prestigious awards in computer vision, the David Marr Medal awarded every two years by the Applied Vision

Image gradient (874 words) [view diff] no match in snippet view article find links to article

progressions to indicate elevation and population density, among others. In computer vision, image gradients can be used to extract information from images. Gradient

Image rectification (1,765 words) [view diff] no match in snippet view article find links to article

view geometry in computer vision. Cambridge university press. ISBN 9780521540513. Forsyth, David A.; Ponce, Jean (2002). Computer vision: a modern approach

Pose tracking (3,483 words) [view diff] no match in snippet view article find links to article

around the headset to determine position and orientation based on computer vision algorithms. This method is based on the same principle as stereoscopic

Andrew Ng (3,740 words) [view diff] no match in snippet view article find links to article

publications in robotics, and related fields. His work in computer vision and deep learning has been featured often in press releases and reviews. 1995. Bell Atlantic

Andrew Ng (3,740 words) [view diff] no match in snippet view article find links to article

publications in robotics, and related fields. His work in computer vision and deep learning has been featured often in press releases and reviews. 1995. Bell Atlantic

Automated optical inspection (513 words) [view diff] no match in snippet view article find links to article

Line width violations Spacing violation Excess copper Missing pad – a feature that should be on the board is missing Short circuits Gold Finger damage

Activation function (1,960 words) [view diff] no match in snippet view article find links to article

model developed by Hinton et al; the ReLU used in the 2012 AlexNet computer vision model and in the 2015 ResNet model; and the smooth version of the ReLU

ImageNet (3,393 words) [view diff] no match in snippet view article find links to article

database for the first time as a poster at the 2009 Conference on Computer Vision and Pattern Recognition (CVPR) in Florida, titled "ImageNet: A Preview

Moving object detection (387 words) [view diff] no match in snippet view article find links to article

Moving object detection is a technique used in computer vision and image processing. Multiple consecutive frames from a video are compared by various

Jitendra Malik (819 words) [view diff] no match in snippet view article find links to article

University of California, Berkeley. He is known for his research in computer vision. Malik was born in Mathura, India, on October 11, 1960. He did his

Visual servoing (4,026 words) [view diff] no match in snippet view article find links to article

translations. Pose estimation is performed using standard technique from Computer Vision. Pixel errors are transformed to the pose. These are propagating to

Visual Word (837 words) [view diff] no match in snippet view article find links to article

Face Recognition Text Information Retrieval Bag-of-words model in computer vision BAEZA-YATES, R. A.; RIBEIRO-NETO, B. A. (1999), Modern Information

Driver drowsiness detection (1,671 words) [view diff] no match in snippet view article find links to article

vehicle actively instead of using an automatic lane-keeping system. Uses computer vision to observe the driver's face, either using a built-in camera or on

Pedestrian detection (951 words) [view diff] no match in snippet view article find links to article

challenges, pedestrian detection still remains an active research area in computer vision in recent years. Numerous approaches have been proposed. Detectors

Color constancy (3,434 words) [view diff] no match in snippet view article find links to article

taking place in human physiology. Color constancy is a desirable feature of computer vision, and many algorithms have been developed for this purpose. These

Digital video fingerprinting (1,470 words) [view diff] no match in snippet view article find links to article

S2CID 3633912. Oostveen, J., Kalker, T., & Haitsma, J. (2002, March). Feature extraction and a database strategy for video fingerprinting. In International

Landmark detection (946 words) [view diff] no match in snippet view article find links to article

efficient detection of landmarks in real-world photos. With traditional computer vision techniques, detecting facial landmarks could be challenging due to

Computer-aided diagnosis (7,875 words) [view diff] no match in snippet view article find links to article

interdisciplinary technology combining elements of artificial intelligence and computer vision with radiological and pathology image processing. A typical application

K-means clustering (7,754 words) [view diff] no match in snippet view article find links to article

recognition) and in computer vision. On an object recognition task, it was found to exhibit comparable performance with more sophisticated feature learning approaches

Caffe (software) (378 words) [view diff] no match in snippet view article

Archived from the original (PDF) on April 5, 2017. "Deep Learning for Computer Vision with Caffe and cuDNN". NVIDIA Developer Blog. October 16, 2014. "mkl_alternate

Motion compensation (2,743 words) [view diff] no match in snippet view article find links to article

to encode. Other areas of work have examined the use of variable-shape feature metrics, beyond block boundaries, from which interframe vectors can be

Trifocal tensor (1,227 words) [view diff] no match in snippet view article find links to article

In computer vision, the trifocal tensor (also tritensor) is a 3×3×3 array of numbers (i.e., a tensor) that incorporates all projective geometric relationships

Optical sorting (3,051 words) [view diff] no match in snippet view article find links to article

portal Food grading Food safety Food technology Recycling § Sorting Computer vision technology for food quality evaluation. Sun, Da-Wen. (1st ed.). Amsterdam:

3D reconstruction from multiple images (3,002 words) [view diff] no match in snippet view article find links to article

practice, the matching is an essential and extremely challenging issue in computer vision. Here, we suppose that n {\displaystyle n} 3D points A i {\displaystyle

Video imprint (computer vision) (259 words) [view diff] no match in snippet view article

appearance and shape". Proceedings Ninth IEEE International Conference on Computer Vision. IEEE ICCV. pp. 34-41 vol.1. doi:10.1109/iccv.2003.1238311. ISBN 0-7695-1950-4

Traffic-sign recognition (1,231 words) [view diff] no match in snippet view article find links to article

Learning techniques. The neural net in turn uses Image Processing and Computer Vision to train the network with its potential outcomes. The trained neural

Visual hull (396 words) [view diff] no match in snippet view article find links to article

v t e Computer vision Categories Datasets Digital geometry Commercial systems Feature detection Geometry Image sensor technology Learning Morphology Motion

Google Photos (4,335 words) [view diff] no match in snippet view article find links to article

The computer vision of Google Photos recognizes faces (not only those of humans, but pets as well), grouping similar ones together (this feature is only

Legendre moment (525 words) [view diff] no match in snippet view article find links to article

including: pattern and object recognition, image indexing, line fitting, feature extraction, edge detection, and texture analysis. Legendre moments have

Sift (disambiguation) (152 words) [view diff] no match in snippet view article

Sift or SIFT may also refer to: Scale-invariant feature transform, an algorithm in computer vision to detect and describe local features in images Selected-ion

Serge Belongie (747 words) [view diff] no match in snippet view article find links to article

context, a widely used feature descriptor in object recognition. He has co-founded several startups in the areas of computer vision and object recognition

ImageNets (165 words) [view diff] no match in snippet view article find links to article

Care-Providing Robot FRIEND but it can be used for a wide range of computer vision applications. Lange, U., Kampe, H. Gräser, A. (2012). Fast Development

Augmented reality (16,935 words) [view diff] no match in snippet view article find links to article

experiences. With the help of advanced AR technologies (e.g. adding computer vision, incorporating AR cameras into smartphone applications, and object

Perspective-n-Point (2,342 words) [view diff] no match in snippet view article find links to article

problem originates from camera calibration and has many applications in computer vision and other areas, including 3D pose estimation, robotics and augmented

Random walker algorithm (2,256 words) [view diff] no match in snippet view article find links to article

its extensions has been additionally applied to several problems in computer vision and graphics: Image Colorization Interactive rotoscoping Medical image

David G. Lowe (186 words) [view diff] no match in snippet view article find links to article

York University. Lowe is a researcher in computer vision, and is the author of the patented scale-invariant feature transform (SIFT), one of the most popular

Pipeline Pilot (846 words) [view diff] no match in snippet view article find links to article

Performance of Extended Connectivity Fingerprints through Activity-Oriented Feature Filtering and Application of a Bit-Density-Dependent Similarity Function"

Robert Haralick (2,324 words) [view diff] no match in snippet view article find links to article

University of New York (CUNY). Haralick is one of the leading figures in computer vision, pattern recognition, and image analysis. He is a Fellow of the Institute

3D scanning (10,102 words) [view diff] no match in snippet view article find links to article

; Granum, Erik (1 March 2001). "A Survey of Computer Vision-Based Human Motion Capture". Computer Vision and Image Understanding. 81 (3): 231–268. CiteSeerX 10

Active contour model (4,058 words) [view diff] no match in snippet view article find links to article

Active contour model, also called snakes, is a framework in computer vision introduced by Michael Kass, Andrew Witkin, and Demetri Terzopoulos for delineating

Constellation model (3,960 words) [view diff] no match in snippet view article find links to article

probabilistic, generative model for category-level object recognition in computer vision. Like other part-based models, the constellation model attempts to

Cuboid (computer vision) (645 words) [view diff] no match in snippet view article

In computer vision, the term cuboid is used to describe a small spatiotemporal volume extracted for purposes of behavior recognition. The cuboid is regarded

Activity recognition (5,157 words) [view diff] no match in snippet view article find links to article

(2020). "High-Speed Multi-Person Pose Estimation with Deep Feature Transfer". Computer Vision and Image Understanding. 197–198. Elsevier: 103010. doi:10

Saliency map (2,036 words) [view diff] no match in snippet view article find links to article

In computer vision, a saliency map is an image that highlights either the region on which people's eyes focus first or the most relevant regions for machine

Zero-shot learning (1,392 words) [view diff] no match in snippet view article find links to article

zebras look like striped horses. This problem is widely studied in computer vision, natural language processing, and machine perception. The first paper

Thomas Huang (3,299 words) [view diff] no match in snippet view article find links to article

at Urbana-Champaign (UIUC). Huang was one of the leading figures in computer vision, pattern recognition and human computer interaction. Huang was born

Error-driven learning (1,933 words) [view diff] no match in snippet view article find links to article

Error-driven learning has widespread applications in cognitive sciences and computer vision. These methods have also found successful application in natural language

Color histogram (2,241 words) [view diff] no match in snippet view article find links to article

of local feature regions" Springer Netherlands, 2009 ISSN 1573-7721 Anatomy of a color histogram; Novak, C.L.; Shafer, S.A.; Computer Vision and Pattern

Bioimage informatics (2,348 words) [view diff] no match in snippet view article find links to article

has been an increasing focus on developing novel image processing, computer vision, data mining, database and visualization techniques to extract, compare

Structured-light 3D scanner (2,746 words) [view diff] no match in snippet view article find links to article

structured light uses structured light without interfering with other computer vision tasks for which the projected pattern will be confusing. Example methods

Learning to rank (4,442 words) [view diff] no match in snippet view article find links to article

accessible for enterprise search. Similar to recognition applications in computer vision, recent neural network based ranking algorithms are also found to be

Learning to rank (4,442 words) [view diff] no match in snippet view article find links to article

accessible for enterprise search. Similar to recognition applications in computer vision, recent neural network based ranking algorithms are also found to be

Graphical model (1,278 words) [view diff] no match in snippet view article find links to article

include causal inference, information extraction, speech recognition, computer vision, decoding of low-density parity-check codes, modeling of gene regulatory

Structured prediction (773 words) [view diff] no match in snippet view article find links to article

bioinformatics, natural language processing (NLP), speech recognition, and computer vision. Sequence tagging is a class of problems prevalent in NLP in which

Region Based Convolutional Neural Networks (1,017 words) [view diff] no match in snippet view article find links to article

perform selective search over feature maps outputted by a CNN. R-CNN has been extended to perform other computer vision tasks, such as: tracking objects

Image fusion (1,807 words) [view diff] no match in snippet view article find links to article

appropriate and understandable for the human and machine perception. In computer vision, multisensor image fusion is the process of combining relevant information

Evolution Robotics (454 words) [view diff] no match in snippet view article find links to article

Pasadena, California. It specialized in robotics technologies, with computer vision, localization, and autonomous navigation products. Evolution Robotics

Eigenmoments (3,095 words) [view diff] no match in snippet view article find links to article

sensitive moments. Their application can be found in signal processing and computer vision as descriptors of the signal or image. The descriptors can later be

Hartmut Neven (1,420 words) [view diff] no match in snippet view article find links to article

1964) is a German American scientist working in quantum computing, computer vision, robotics and computational neuroscience. He is best known for his

Survival game (1,919 words) [view diff] no match in snippet view article find links to article

Kohei; Kapoor, Supriya (23 April 2019). Advances in Computer Vision: Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2. Springer Science+Business

Intel RealSense (1,468 words) [view diff] no match in snippet view article find links to article

RealSense. Retrieved April 14, 2018. "Intel And Qualcomm Battle To Bring Computer Vision Into Phones And Drones". Forbes. August 10, 2023. Archived from the

M-theory (learning framework) (4,143 words) [view diff] no match in snippet view article

In machine learning and computer vision, M-theory is a learning framework inspired by feed-forward processing in the ventral stream of visual cortex and

Feature detection (88 words) [view diff] no match in snippet view article find links to article

a "feature detection column" Feature detection (computer vision), methods for finding parts of an image relevant to a computational task Feature detection

OrCam device (1,465 words) [view diff] no match in snippet view article find links to article

entered "into the user’s ear." Face-recognition is also part of OrCam's feature set. OrCam Technologies Ltd has created three devices; OrCam MyEye 2.0

Non-negative matrix factorization (7,780 words) [view diff] no match in snippet view article find links to article

approximated numerically. NMF finds applications in such fields as astronomy, computer vision, document clustering, missing data imputation, chemometrics, audio

Shakey the robot (1,265 words) [view diff] no match in snippet view article find links to article

points; the Hough transform, which is a feature extraction technique used in image analysis, computer vision, and digital image processing; and the visibility

Outline of machine learning (3,386 words) [view diff] no match in snippet view article find links to article

Applications of machine learning Bioinformatics Biomedical informatics Computer vision Customer relationship management Data mining Earth sciences Email filtering

Iris recognition (6,109 words) [view diff] no match in snippet view article find links to article

basis for iris recognition and its underlying computer vision algorithms for image processing, feature extraction, and matching, and published them in

StyleGAN (1,854 words) [view diff] no match in snippet view article find links to article

Generative Adversarial Networks" (PDF). 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. pp. 4396–4405. arXiv:1812.04948

GenICam (501 words) [view diff] no match in snippet view article find links to article

configure the camera and details how to access and control cameras; Standard Feature Naming Convention (SFNC): This is the recommended names and types for common

Shape context (2,858 words) [view diff] no match in snippet view article find links to article

"Matching Shapes" (PDF). Eighth IEEE International Conference on Computer Vision (July 2001). S. Belongie; J. Malik & J. Puzicha (2000). "Shape Context:

Anomaly detection (4,419 words) [view diff] no match in snippet view article find links to article

Transformation". 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE. pp. 1908–1918. doi:10.1109/WACV51458.2022.00197. ISBN 978-1-6654-0915-5

Inception (deep learning architecture) (1,144 words) [view diff] no match in snippet view article

Inception is a family of convolutional neural network (CNN) for computer vision, introduced by researchers at Google in 2014 as GoogLeNet (later renamed

Connected-component labeling (3,190 words) [view diff] no match in snippet view article find links to article

confused with segmentation. Connected-component labeling is used in computer vision to detect connected regions in binary digital images, although color

Motion analysis (1,774 words) [view diff] no match in snippet view article find links to article

Motion analysis is used in computer vision, image processing, high-speed photography and machine vision that studies methods and applications in which

Artificial intelligence for video surveillance (3,618 words) [view diff] no match in snippet view article find links to article

v t e Computer vision Categories Datasets Digital geometry Commercial systems Feature detection Geometry Image sensor technology Learning Morphology Motion

Dorin Comaniciu (881 words) [view diff] no match in snippet view article find links to article

Innovation at Siemens Healthcare. Comaniciu is known for his work in computer vision, medical imaging and machine learning. His academic publications have

Epiphan Video (352 words) [view diff] no match in snippet view article find links to article

was founded in 2003. As of 2020, it is a member of the SRT alliance. "Feature comparison table for the world's best VGA and DVI frame grabbers Screen

Video super-resolution (6,510 words) [view diff] no match in snippet view article find links to article

super-resolution and beyond." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021. Kim, S. P.; Bose, N. K.; Valenzuela

Active vision (1,905 words) [view diff] no match in snippet view article find links to article

An area of computer vision is active vision, sometimes also called active computer vision. An active vision system is one that can manipulate the viewpoint

Neural gas (1,807 words) [view diff] no match in snippet view article find links to article

Kenneth (2005). "Computer Vision for Biomedical Image Applications". In Yanxi Liu; Tianzi Jiang; Changshui Zhang (eds.). Computer vision for biomedical

Matti Pietikäinen (academic) (1,176 words) [view diff] no match in snippet view article

Analysis, University of Oulu. His research interests are in texture-based computer vision, face analysis, affective computing, biometrics, and vision-based perceptual

Video motion analysis (662 words) [view diff] no match in snippet view article find links to article

v t e Computer vision Categories Datasets Digital geometry Commercial systems Feature detection Geometry Image sensor technology Learning Morphology Motion

Mark Nixon (academic) (1,349 words) [view diff] no match in snippet view article

offices. Nixon has authored 4 books including Feature Extraction and Image Processing for Computer Vision , Human Identification based on Gait and Introductory

Computational learning theory (865 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Spatial verification (642 words) [view diff] no match in snippet view article find links to article

local characteristics of scale, rotation and translation invariant, each feature coincidence gives a hypothesis alignment for scaling, translation and orientation

MeVisLab (2,854 words) [view diff] no match in snippet view article find links to article

Division of Image Processing (LKEB), Leiden University Medical Center, NL Computer Vision Laboratory, ETH Zurich, CH Institut für Simulation und Graphik, Universität

Conference on Neural Information Processing Systems (1,236 words) [view diff] no match in snippet view article find links to article

fields represented at NeurIPS include cognitive science, psychology, computer vision, statistical linguistics, and information theory. Over the years, NeurIPS

Part-based models (977 words) [view diff] no match in snippet view article find links to article

Cohen, David S. (1992). "Feature extraction from faces using deformable templates". International Journal of Computer Vision. 8 (2): 99. doi:10.1007/BF00127169

Point Cloud Library (3,258 words) [view diff] no match in snippet view article find links to article

processing, such as occur in three-dimensional computer vision. The library contains algorithms for filtering, feature estimation, surface reconstruction, 3D

Margarita Chli (2,061 words) [view diff] no match in snippet view article find links to article

Lab at ETH Zürich in Switzerland. Chli is a leader in the field of computer vision and robotics and was on the team of researchers to develop the first

Higher-order singular value decomposition (4,242 words) [view diff] no match in snippet view article find links to article

of the matrix singular value decomposition. It has applications in computer vision, computer graphics, machine learning, scientific computing, and signal

Gaussian blur (2,373 words) [view diff] no match in snippet view article find links to article

illumination. Gaussian smoothing is also used as a pre-processing stage in computer vision algorithms in order to enhance image structures at different scales—see

Andrew Fitzgibbon (engineer) (579 words) [view diff] no match in snippet view article

Andrew Fitzgibbon FREng FRS (born 1968) is an Irish researcher in computer vision. Since 2022, he has worked at Graphcore. Fitzgibbon went to school at

Computer graphics (8,842 words) [view diff] no match in snippet view article find links to article

photography, scientific visualization, computational geometry and computer vision, among others. The overall methodology depends heavily on the underlying

Color normalization (1,905 words) [view diff] no match in snippet view article find links to article

Color normalization is a topic in computer vision concerned with artificial color vision and object recognition. In general, the distribution of color

InspecVision (930 words) [view diff] no match in snippet view article find links to article

Mallusk, Northern Ireland. It is a manufacturing company that produces computer vision inspection systems. The company is one of several local companies created

International Conference on Learning Representations (272 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Similarity learning (1,523 words) [view diff] no match in snippet view article find links to article

approaches for face identification" (PDF). IEEE International Conference on Computer Vision (ICCV). Mignon, A.; Jurie, F. (2012). "PCCA: A new approach for distance

Noise reduction (4,522 words) [view diff] no match in snippet view article find links to article

often used in computer vision applications. The main aim of an image denoising algorithm is to achieve both noise reduction and feature preservation using

InspecVision (930 words) [view diff] no match in snippet view article find links to article

Mallusk, Northern Ireland. It is a manufacturing company that produces computer vision inspection systems. The company is one of several local companies created

Computer science (6,673 words) [view diff] no match in snippet view article find links to article

learning found in humans and animals. Within artificial intelligence, computer vision aims to understand and process image and video data, while natural

Foreground detection (4,153 words) [view diff] no match in snippet view article find links to article

Foreground detection is one of the major tasks in the field of computer vision and image processing whose aim is to detect changes in image sequences

Tomasi–Kanade factorization (615 words) [view diff] no match in snippet view article find links to article

under orthography: a factorization method". International Journal of Computer Vision. 9 (2): 137–154. CiteSeerX 10.1.1.131.9807. doi:10.1007/BF00129684

Digital art (3,712 words) [view diff] no match in snippet view article find links to article

Analyzed by Computer Vision: Supplementary Material". Proceedings of the European Conference on Computer Vision (ECCV) Workshops – via Computer Vision Foundation

Vision processing unit (725 words) [view diff] no match in snippet view article find links to article

Versatile Processor Unit (VPU) built-in for accelerating inference for computer vision and deep learning. Adapteva Epiphany, a manycore processor with similar

Feature selection (6,925 words) [view diff] no match in snippet view article find links to article

Cristani, M. (2015-12-01). "Infinite Feature Selection". 2015 IEEE International Conference on Computer Vision (ICCV). pp. 4202–4210. doi:10.1109/ICCV

Automated machine learning (1,046 words) [view diff] no match in snippet view article find links to article

may have to apply appropriate data pre-processing, feature engineering, feature extraction, and feature selection methods. After these steps, practitioners

General-purpose computing on graphics processing units (7,033 words) [view diff] no match in snippet view article find links to article

pipelines can also vastly improve efficiency in image processing and computer vision, among other fields; as well as parallel processing generally. Some

International Conference on Machine Learning (377 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Volumetric capture (3,272 words) [view diff] no match in snippet view article find links to article

Ferrari; Martial Hebert; Cristian Sminchisescu; Yair Weiss (2018). Computer Vision -- ECCV 2018: 15th European Conference, Munich, Germany, September

ARToolKit (695 words) [view diff] no match in snippet view article find links to article

position and orientation relative to square physical markers or natural feature markers in real time. Once the real camera position is known a virtual

ACM Multimedia (822 words) [view diff] no match in snippet view article find links to article

Vedaldi, Brian Fulkerson, VLFeat – An open and portable library of computer vision algorithms – VLFeat Rob Hess, An Open-Source SIFT Library – Open-Source

Hessian (233 words) [view diff] no match in snippet view article find links to article

partial derivatives Hessian affine region detector, a feature detector used in the fields of computer vision and image analysis Hessian automatic differentiation

Generative adversarial network (13,881 words) [view diff] no match in snippet view article find links to article

(2017). "Image-to-Image Translation with Conditional Adversarial Nets". Computer Vision and Pattern Recognition. Ho, Jonathon; Ermon, Stefano (2016). "Generative

4D reconstruction (431 words) [view diff] no match in snippet view article find links to article

In computer vision and computer graphics, 4D reconstruction is the process of capturing the shape and appearance of real objects along a temporal dimension

Hawk-Eye (5,499 words) [view diff] no match in snippet view article find links to article

Hawk-Eye is a computer vision system used to visually track the trajectory of a ball and display a profile of its statistically most likely path as a

PhyCV (1,403 words) [view diff] no match in snippet view article find links to article

PhyCV is the first computer vision library which utilizes algorithms directly derived from the equations of physics governing physical phenomena. The

Gaussian filter (2,889 words) [view diff] no match in snippet view article find links to article

L. G. & Stockman, G. C: "Computer Vision", page 137, 150. Prentence Hall, 2001 Mark S. Nixon and Alberto S. Aguado. Feature Extraction and Image Processing

Gradient vector flow (3,232 words) [view diff] no match in snippet view article find links to article

Gradient vector flow (GVF), a computer vision framework introduced by Chenyang Xu and Jerry L. Prince, is the vector field that is produced by a process

Object categorization from image search (2,489 words) [view diff] no match in snippet view article find links to article

In computer vision, object categorization from image search is the problem of training a classifier to recognize categories of objects using only image

Self-play (504 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Virtual mirror (318 words) [view diff] no match in snippet view article find links to article

actually wearing the contact lenses. Virtual mirrors usually utilize computer vision, face detection and face tracking technologies to analyze visual patterns

Michael Lew (526 words) [view diff] no match in snippet view article find links to article

scientific articles in the areas of content based image retrieval, computer vision, and deep learning. Notably, he had the most cited paper in the ACM

Restricted Boltzmann machine (2,364 words) [view diff] no match in snippet view article find links to article

Boltzmann Machines", Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Lecture Notes in Computer Science, vol. 7441, Berlin

Anil K. Jain (computer scientist, born 1948) (1,095 words) [view diff] no match in snippet view article

known for his contributions in the fields of pattern recognition, computer vision and biometric recognition. He is among the top few most highly cited

Objective vision (909 words) [view diff] no match in snippet view article find links to article

(Object Oriented Visionary) is a project mainly aimed at real-time computer vision and simulation vision of living creatures. it has three sections containing

Segmentation-based object categorization (1,901 words) [view diff] no match in snippet view article find links to article

(1997): "Normalized Cuts and Image Segmentation", IEEE Conference on Computer Vision and Pattern Recognition, pp 731–737 "Spectral Clustering — scikit-learn

Department of Engineering Science, University of Oxford (1,926 words) [view diff] no match in snippet view article find links to article

Oxford Robotics Institute, a leading centre for research in robotics, computer vision, and autonomous systems. It has produced influential work in simultaneous

Pascal Vitali Fua (474 words) [view diff] no match in snippet view article find links to article

(2010). Yi, Kwang, et al. "LIFT: Learned Invariant Feature Transform." European Conference on Computer Vision (2016). Berclaz, Jérôme et al. "Multiple object

Bin picking (332 words) [view diff] no match in snippet view article find links to article

picking (also referred to as random bin picking) is a core problem in computer vision and robotics. The goal is to have a robot with sensors and cameras

Earth mover's distance (2,191 words) [view diff] no match in snippet view article find links to article

applications to image databases". Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271). Narosa Publishing House. pp. 59–66. doi:10

Multiclass classification (1,476 words) [view diff] no match in snippet view article find links to article

augmentation strategies from data". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Kabir, H M Dipu (2023). "Reduction of class

List of free and open-source software packages (5,398 words) [view diff] no match in snippet view article find links to article

license AForge.NET – computer vision, artificial intelligence and robotics library for the .NET framework OpenCV – computer vision library in C++ See List

Figure-ground (cartography) (1,329 words) [view diff] no match in snippet view article

development of computer vision for robots. By studying the way humans perceive figure and ground, methods can be developed to improve computer vision algorithms

Closed-circuit television (9,773 words) [view diff] no match in snippet view article find links to article

cameras' resolution typically does not exceed 20 megapixels. The main feature of a PTZ is its remote directional and optical zoom capability. With multi-sensor

Eye tracking (9,150 words) [view diff] no match in snippet view article find links to article

cannot provide exact gaze direction because there is no specific anatomical feature that marks the exact point where the visual axis meets the retina, if indeed

Attention (machine learning) (3,424 words) [view diff] no match in snippet view article

, 2017). Attention is widely used in natural language processing, computer vision, and speech recognition. In NLP, it improves context understanding

Dysmorphic feature (800 words) [view diff] no match in snippet view article find links to article

delineation of syndromic disorders. In the recent years advances in computer vision have also resulted in several deep learning approaches that assist

Kernel method (1,670 words) [view diff] no match in snippet view article find links to article

representation have to be explicitly transformed into feature vector representations via a user-specified feature map: in contrast, kernel methods require only

YaDICs (2,141 words) [view diff] no match in snippet view article find links to article

Dormont, X. Pennec, and N. Ayache, "Iconic feature based nonrigid registration: the \PASHA\ algorithm," Computer vision and image understanding, vol. 89, issue

Graph neural network (4,593 words) [view diff] no match in snippet view article find links to article

defined graphs. A convolutional neural network layer, in the context of computer vision, can be considered a GNN applied to graphs whose nodes are pixels and

Birchfield–Tomasi dissimilarity (946 words) [view diff] no match in snippet view article find links to article

In computer vision, the Birchfield–Tomasi dissimilarity is a pixelwise image dissimilarity measure that is robust with respect to sampling effects. In

Jump flooding algorithm (1,273 words) [view diff] no match in snippet view article find links to article

properties which make them useful for scientific computing. In the computer vision domain, the JFA has inspired new belief propagation algorithms to accelerate

Reasoning system (1,945 words) [view diff] no match in snippet view article find links to article

event processing, intrusion detection, predictive analytics, robotics, computer vision, and natural language processing. The first reasoning systems were

Reasoning system (1,945 words) [view diff] no match in snippet view article find links to article

event processing, intrusion detection, predictive analytics, robotics, computer vision, and natural language processing. The first reasoning systems were

Geoffrey Hinton (5,598 words) [view diff] no match in snippet view article find links to article

for the ImageNet challenge 2012 was a breakthrough in the field of computer vision. Hinton received the 2018 Turing Award, often referred to as the "Nobel

Crystallographic image processing (4,105 words) [view diff] no match in snippet view article find links to article

and applied crystallography communities. Contemporary robotics and computer vision researchers also deal with the topic of "computational symmetry", but

NTU RGB-D dataset (363 words) [view diff] no match in snippet view article find links to article

(2018). "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points". arXiv:1802.07898 [cs.CV]. Liu, Jun; Shahroudy, Amir; Xu, Dong;

Feature engineering (2,183 words) [view diff] no match in snippet view article find links to article

Feature engineering is a preprocessing step in supervised machine learning and statistical modeling which transforms raw data into a more effective set

Glossary of artificial intelligence (29,481 words) [view diff] no match in snippet view article find links to article

occurrence of each word is used as a feature for training a classifier. bag-of-words model in computer vision In computer vision, the bag-of-words model (BoW

Signal processing (2,277 words) [view diff] no match in snippet view article find links to article

processing has been applied with success in the field of image processing, computer vision and sound anomaly detection. Audio signal processing – for electrical

Decision stump (508 words) [view diff] no match in snippet view article find links to article

"Robust Real-Time Face Detection" (PDF). International Journal of Computer Vision. 57 (2): 137–154. doi:10.1023/B:VISI.0000013087.49260.fb. S2CID 2796017

Affective computing (6,396 words) [view diff] no match in snippet view article find links to article

a person makes a facial expression furrowing their brow, then the computer vision system might be taught to label their face as appearing "confused"

Multi-agent reinforcement learning (3,030 words) [view diff] no match in snippet view article find links to article

Broadband cellular networks such as 5G Content caching Packet routing Computer vision Network security Transmit power control Computation offloading Language

CURE algorithm (788 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Google Lens (1,086 words) [view diff] no match in snippet view article find links to article

(October 4, 2017). "Pixel 2 Owners Get the First Glimpse of Google Lens Computer Vision Possibilities". Digital Trends. Retrieved October 13, 2017. Li, Abner

Neural architecture search (2,980 words) [view diff] no match in snippet view article find links to article

features learned from image classification can be transferred to other computer vision problems. E.g., for object detection, the learned cells integrated

Sparse dictionary learning (3,499 words) [view diff] no match in snippet view article find links to article

(2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117

Local ternary patterns (258 words) [view diff] no match in snippet view article find links to article

patterns Xiaoyang Tan; Triggs, Bill (June 2010). "Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions". IEEE Transactions

ViBe (753 words) [view diff] no match in snippet view article find links to article

and improvements for ViBe". 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. pp. 32–37. doi:10.1109/CVPRW.2012

Curse of dimensionality (4,182 words) [view diff] no match in snippet view article find links to article

for face recognition and clustering" (PDF). 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 815–823. arXiv:1503.03832. doi:10

Local outlier factor (1,634 words) [view diff] no match in snippet view article find links to article

exist extensions of LOF that try to improve over LOF in these aspects: Feature Bagging for Outlier Detection runs LOF on multiple projections and combines

Smart data capture (676 words) [view diff] no match in snippet view article find links to article

capture', describes the branch of technology concerned with using computer vision techniques like optical character recognition (OCR), barcode scanning

Phase stretch transform (1,769 words) [view diff] no match in snippet view article find links to article

in PhyCV: the first physics-inspired computer vision library. Edge detection Feature detection (computer vision) Time stretch analog-to-digital converter

Principal component analysis (14,851 words) [view diff] no match in snippet view article find links to article

Oja's rule Point distribution model (PCA applied to morphometry and computer vision) Principal component analysis (Wikibooks) Principal component regression

Alan Yuille (1,148 words) [view diff] no match in snippet view article find links to article

PW Hallinan, DS Cohen, Feature extraction from faces using deformable templates, in: International Journal of Computer Vision. Vol. 8, nº 2; 99-111. 2004

Relevance vector machine (425 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Albumentations (429 words) [view diff] no match in snippet view article find links to article

provide a flexible and efficient framework for data augmentation in computer vision tasks. Data augmentation is a technique that involves artificially

Automatic summarization (6,825 words) [view diff] no match in snippet view article find links to article

document. On the other hand, visual content can be summarized using computer vision algorithms. Image summarization is the subject of ongoing research;

Xiuping Jia (219 words) [view diff] no match in snippet view article find links to article

Wales. Jia was named a Fellow of the IEEE in 2021, "for contributions to feature mining and classification of hyperspectral images". "Associate Professor

Differentiable programming (1,014 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Gated recurrent unit (1,278 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Evolutionary image processing (442 words) [view diff] no match in snippet view article find links to article

computationally intensive process. Evolutionary computer vision (ECV) is an application of EIP for computer vision. It has been shown that genetic programming

Self-similarity matrix (530 words) [view diff] no match in snippet view article find links to article

"Cross-View Action Recognition from Temporal Self-similarities". Computer Vision – ECCV 2008. Lecture Notes in Computer Science. Vol. 5303. pp. 293–306

State–action–reward–state–action (716 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

One shot (323 words) [view diff] no match in snippet view article find links to article

OneShot, a 2016 metafictional adventure video game One-shot learning in computer vision Monostable or one shot, a type of electronic circuit Programmable interval

Visual perception (4,407 words) [view diff] no match in snippet view article find links to article

of visual perception have been the main source of inspiration for computer vision (also called machine vision, or computational vision). Special hardware

Bent Image Lab (2,402 words) [view diff] no match in snippet view article find links to article

augmented reality (AR) technology and plans to launch their convergent computer vision library in fall of 2019. Bent Image Lab is known largely for its stop

Michael Brady (biomedical engineer) (1,752 words) [view diff] no match in snippet view article

influential Kadir–Brady saliency detector at the European Conference on Computer Vision in 2004. During his research career, Brady has supervised students

Neural radiance field (2,619 words) [view diff] no match in snippet view article find links to article

precisely manipulate a transparent wine glass; a task where traditional computer vision would struggle. NeRFs can also generate photorealistic human faces

Weak supervision (3,038 words) [view diff] no match in snippet view article find links to article

Propagation for Deep Semi-Supervised Learning". 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). pp. 5065–5074. arXiv:1904.04717. doi:10

Bidirectional texture function (500 words) [view diff] no match in snippet view article find links to article

Material Appearance Measurement, Representation and Modeling. Advances in Computer Vision and Pattern Recognition. Springer-Verlag London 2013. p. 285. ISBN 978-1-4471-4901-9

Face detection (943 words) [view diff] no match in snippet view article find links to article

determine who is speaking which is needed when security is important. Computer vision Face ID Pedestrian detection Picasa SceneTap Super recogniser Three-dimensional

Visual spatial attention (4,280 words) [view diff] no match in snippet view article find links to article

attention modules have been widely implemented in video analytics in computer vision to provide enhanced performance and human interpretable explanation

Fatigue detection software (3,751 words) [view diff] no match in snippet view article find links to article

higher rates of false alarms and missed instances of impairment. The computer vision system utilises an unobtrusive dashboard mounted camera and two infra-red

Magic Leap (2,359 words) [view diff] no match in snippet view article find links to article

reported to be working on projects relating to augmented reality and computer vision), it raised more than $540 million of venture funding from Google,

Handwriting recognition (2,313 words) [view diff] no match in snippet view article find links to article

Multi-column Deep Neural Networks for Image Classification. IEEE Conf. on Computer Vision and Pattern Recognition CVPR 2012. LeCun, Y., Bottou, L., Bengio, Y

Supervised learning (3,005 words) [view diff] no match in snippet view article find links to article

retrieval Learning to rank Information extraction Object recognition in computer vision Optical character recognition Spam detection Pattern recognition Speech

Scandinavian Conference on Image Analysis (903 words) [view diff] no match in snippet view article find links to article

series was established by pattern recognition, image analysis and computer vision pioneers in the universities of the Nordic countries, but has become

Human-in-the-loop (978 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Clifford algebra (9,287 words) [view diff] no match in snippet view article find links to article

applied in the problem of action recognition and classification in computer vision. Rodriguez et al propose a Clifford embedding to generalize traditional

Branch and bound (2,432 words) [view diff] no match in snippet view article find links to article

knapsack problem Set cover problem Feature selection in machine learning Structured prediction in computer vision: 267–276 Arc routing problem, including

WaveNet (1,699 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

List of datasets in computer vision and image processing (7,847 words) [view diff] no match in snippet view article find links to article

(Downs et al., 2022) for a review of more datasets as of 2022. In computer vision, face images have been used extensively to develop facial recognition

Deeplearning4j (1,378 words) [view diff] no match in snippet view article find links to article

v t e Computer vision Categories Datasets Digital geometry Commercial systems Feature detection Geometry Image sensor technology Learning Morphology Motion

Apifresh (1,683 words) [view diff] no match in snippet view article find links to article

guidelines for beekeep[citation needed] Development of a low-cost computer vision based decision support system for the identification of pollen vegetal

Isabelle Guyon (1,492 words) [view diff] no match in snippet view article find links to article

open problems in machine learning, including computer vision, neurosciences, particle physics, feature selection, causality and automated machine learning

Spectral shape analysis (1,488 words) [view diff] no match in snippet view article find links to article

kernel signature: A quantum mechanical approach to shape analysis". Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on.

Loss functions for classification (4,212 words) [view diff] no match in snippet view article find links to article

the design of robust classifiers for computer vision". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. pp. 779–786.

Embedding (machine learning) (258 words) [view diff] no match in snippet view article

tasks like NLP, computer vision, or recommendation systems. This dual role enhances model efficiency and accuracy by automating feature extraction and

String kernel (885 words) [view diff] no match in snippet view article find links to article

String Kernels", Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Lecture Notes in Computer Science, vol. 5856, p

Structured sparsity regularization (3,812 words) [view diff] no match in snippet view article find links to article

Perona; Yoichi Sato; Cordelia Schmid (eds.). Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012 Proceedings

Feature scaling (1,041 words) [view diff] no match in snippet view article find links to article

Feature scaling is a method used to normalize the range of independent variables or features of data. In data processing, it is also known as data normalization

Probably approximately correct learning (907 words) [view diff] no match in snippet view article find links to article

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BIRCH (2,275 words) [view diff] no match in snippet view article find links to article

the second of which is optional. The first phase builds a clustering feature ( C F {\displaystyle CF} ) tree out of the data points, a height-balanced

Log Gabor filter (2,169 words) [view diff] no match in snippet view article find links to article

transform Gabor wavelet Gabor filter Gabor atom Feature detection (computer vision) for other low-level feature detectors Image derivative Image noise reduction

ICPRAM (2,059 words) [view diff] no match in snippet view article find links to article

For example, the conference had a tutorial on Secure our society - Computer Vision Techniques for Video Surveillance given by Huiyu Zhou from the Queen's

Heat kernel signature (2,370 words) [view diff] no match in snippet view article find links to article

Mechanical Approach to Shape Analysis". IEEE International Conference on Computer Vision (ICCV) - Workshop on Dynamic Shape Capture and Analysis (4DMOD).{{cite

Learning curve (machine learning) (749 words) [view diff] no match in snippet view article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Scan (company) (870 words) [view diff] no match in snippet view article

physical codes such as QR codes, NFC, and machine-recognizable images (Computer Vision). Scan's website allows for the creation of QR codes as well as targeted

Automatic number-plate recognition (10,679 words) [view diff] no match in snippet view article find links to article

or state taxes or fines. The technology is often featured in the reality TV show Parking Wars featured on A&E Network. In the show, tow truck drivers and

Logistic model tree (220 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Compound eye (1,220 words) [view diff] no match in snippet view article find links to article

Archived from the original on 2008-10-01. Biologically Inspired Computer Vision: Fundamentals and Applications Gaten, Edward (1998). "Optics and phylogeny:

Three-dimensional face recognition (727 words) [view diff] no match in snippet view article find links to article

(2005). "Three-dimensional face recognition". International Journal of Computer Vision. 64 (1): 5–30. CiteSeerX 10.1.1.77.9592. doi:10.1007/s11263-005-1085-y

Elastix (image registration) (1,766 words) [view diff] no match in snippet view article

Medical Image Registration. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. pp. 134–142. Zitová, Barbara;

Biometrics (8,238 words) [view diff] no match in snippet view article find links to article

, eds. (2014). "Handbook of Biometric Anti-Spoofing". Advances in Computer Vision and Pattern Recognition. doi:10.1007/978-1-4471-6524-8. ISBN 978-1-4471-6523-1

Bootstrap aggregating (2,430 words) [view diff] no match in snippet view article find links to article

that exhibits Feature 1, but not Feature 2, will be given a "No". Another point that does not exhibit Feature 1, but does exhibit Feature 3, will be given

Incremental learning (603 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Amazon Echo Show (1,888 words) [view diff] no match in snippet view article find links to article

screen which can rotate around it, with voice direction detection and computer vision human detection. The Echo Show 5 was updated in June 2021 with an improved

Image editing (3,491 words) [view diff] no match in snippet view article find links to article

vectorizing a raster image is the focus of much research in the field of computer vision. Vector images can be modified more easily because they contain descriptions

VisualRank (388 words) [view diff] no match in snippet view article find links to article

the International World Wide Web Conference in Beijing in 2008. Both computer vision techniques and locality-sensitive hashing (LSH) are used in the VisualRank

Snapchat (13,725 words) [view diff] no match in snippet view article find links to article

Android downloads starting from 2012. Snapchat acquired AI Factory, a computer vision startup, in January 2020 to give a boost to its video capabilities

Transfer learning (1,637 words) [view diff] no match in snippet view article find links to article

domains and tasks. A domain D {\displaystyle {\mathcal {D}}} consists of: a feature space X {\displaystyle {\mathcal {X}}} and a marginal probability distribution

Data augmentation (1,772 words) [view diff] no match in snippet view article find links to article

Ruslan R. (2012). "Improving neural networks by preventing co-adaptation of feature detectors". arXiv:1207.0580 [cs.NE]. Cagli, Eleonora; Dumas, Cécile; Prouff

Artificial intelligence (28,679 words) [view diff] no match in snippet view article find links to article

sonar, radar, and tactile sensors) to deduce aspects of the world. Computer vision is the ability to analyze visual input. The field includes speech recognition

Gabor filter (2,530 words) [view diff] no match in snippet view article find links to article

log-Gabors for still images Gabor filter for image processing and computer vision (demonstration) Archived 2018-05-29 at the Wayback Machine Feichtinger

Rank SIFT (823 words) [view diff] no match in snippet view article find links to article

Data Mining Toews, M.; Wells, W."SIFT-Rank: Ordinal Description for Invariant Feature Correspondence", Computer Vision and Pattern Recognition, 2009.

David H. Hubel (1,397 words) [view diff] no match in snippet view article find links to article

inspiration for the SIFT descriptor (Lowe, 1999), which is a local feature used in computer vision for tasks such as object recognition and wide-baseline matching

MobileNet (910 words) [view diff] no match in snippet view article find links to article

architectures designed for image classification, object detection, and other computer vision tasks. They are designed for small size, low latency, and low power

Monocular vision (1,680 words) [view diff] no match in snippet view article find links to article

monocular depth estimation with left-right consistency" (PDF). Proc. Computer Vision and Pattern Recognition. Vol. 2. p. 7.{{cite book}}: CS1 maint: multiple

Artificial intelligence art (9,099 words) [view diff] no match in snippet view article find links to article

Analyzed by Computer Vision: Supplementary Material". Proceedings of the European Conference on Computer Vision (ECCV) Workshops – via Computer Vision Foundation

Distortion (optics) (2,782 words) [view diff] no match in snippet view article

lens distortion. OpenCV is an open-source BSD-licensed library for computer vision (multi-language, multi-OS). It features a module for camera calibration

Midjourney (3,455 words) [view diff] no match in snippet view article find links to article

removed. Midjourney released a Vary (Region) feature on September 5, 2023, as part of MidJourney V5.2. This feature allows users to select a specific area of

BigDL (57 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Stable Diffusion (6,183 words) [view diff] no match in snippet view article find links to article

called latent diffusion model (LDM), developed in 2021 by the CompVis (Computer Vision & Learning) group at LMU Munich. Stable Diffusion consists of 3 parts:

Syntactic pattern recognition (411 words) [view diff] no match in snippet view article find links to article

recognition, Chen, Pau & Wang (Eds.) Handbook of pattern recognition & computer vision. World Scientific. pp. 163–209. ISBN 981-02-1136-8. Flasinski, Mariusz

Hierarchical clustering (3,496 words) [view diff] no match in snippet view article find links to article

Svetlana; Perona, Pietro; Sato, Yoichi; Schmid, Cordelia (eds.). Computer Vision – ECCV 2012. Lecture Notes in Computer Science. Vol. 7572. Springer

Glossary of tensor theory (1,034 words) [view diff] no match in snippet view article find links to article

Tor functors These are the derived functors of the tensor product, and feature strongly in homological algebra. The name comes from the torsion subgroup

Self-organizing map (4,063 words) [view diff] no match in snippet view article find links to article

A self-organizing map (SOM) or self-organizing feature map (SOFM) is an unsupervised machine learning technique used to produce a low-dimensional (typically

Shape from focus (140 words) [view diff] no match in snippet view article find links to article

v t e Computer vision Categories Datasets Digital geometry Commercial systems Feature detection Geometry Image sensor technology Learning Morphology Motion

Toutiao (2,394 words) [view diff] no match in snippet view article find links to article

signaled preference for yet. Using natural language processing and computer vision, Toutiao extracts entities and keywords as features from each piece

Haar (107 words) [view diff] no match in snippet view article find links to article

wavelet Haar measure, a set-theoretic measure Haar-like feature, a technique in computer vision Haarr, people named Haarr This disambiguation page lists

Toutiao (2,394 words) [view diff] no match in snippet view article find links to article

signaled preference for yet. Using natural language processing and computer vision, Toutiao extracts entities and keywords as features from each piece

Ontology learning (1,276 words) [view diff] no match in snippet view article find links to article

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CityEngine (2,539 words) [view diff] no match in snippet view article find links to article

Center Zurich, continually studying in the fields of computer graphics, computer vision, software engineering, finance, marketing, and business. ArcGIS CityEngine

3D rendering (1,541 words) [view diff] no match in snippet view article find links to article

sources to be rendered. Architectural rendering Ambient occlusion Computer vision Geometry pipeline Geometry processing Graphics Graphics processing

Non-photorealistic rendering (2,073 words) [view diff] no match in snippet view article find links to article

abstractions techniques were developed in the early 2000s harnessing computer vision operators e.g. image salience, or segmentation operators to drive stroke

Proper generalized decomposition (1,469 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

KLT (92 words) [view diff] no match in snippet view article find links to article

transportation authority of Kalmar County, Sweden. Kanade–Lucas–Tomasi Feature Tracker, a computer vision algorithm Karhunen–Loève transform, a mathematical procedure

Language model (2,368 words) [view diff] no match in snippet view article find links to article

) {\displaystyle f(w_{1},\ldots ,w_{m})} is the feature function. In the simplest case, the feature function is just an indicator of the presence of

Random forest (6,483 words) [view diff] no match in snippet view article find links to article

as the forests are randomly restricted to be sensitive to only selected feature dimensions. A subsequent work along the same lines concluded that other

K-nearest neighbors algorithm (4,333 words) [view diff] no match in snippet view article find links to article

space. An example of a typical computer vision computation pipeline for face recognition using k-NN including feature extraction and dimension reduction

Visual Turing Test (3,681 words) [view diff] no match in snippet view article find links to article

2000s saw the birth of modern computer vision. One of the reasons this happened was due to the availability of key, feature extraction and representation

Geotagging (2,563 words) [view diff] no match in snippet view article find links to article

Dhiraj; Yu, Jie; Gallagher, Andrew (2011). "Geotagging in multimedia and computer vision—a survey". Multimedia Tools and Applications. 51 (1). Springer: 187–211

Probabilistic classification (1,179 words) [view diff] no match in snippet view article find links to article

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OpenShot (1,029 words) [view diff] no match in snippet view article find links to article

org. Thomas, Jonathan (25 Aug 2021). "OpenShot 2.6.0 Released - AI + Computer Vision + Audio Effects!". openshot.org. Caswell, Gord (2020-01-15). "New:

Empirical risk minimization (1,618 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

GPT-2 (3,264 words) [view diff] no match in snippet view article find links to article

by Watching Movies and Reading Books". International Conference on Computer Vision 2015: 19–27. arXiv:1506.06724. Archived from the original on 2023-02-05

Temporal difference learning (1,565 words) [view diff] no match in snippet view article find links to article

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OpenStreetMap (10,533 words) [view diff] no match in snippet view article find links to article

areas and Sentinel-2 imagery, designed for feature detection and image segmentation using computer vision. Some newsrooms routinely incorporate OSM data

Decision tree learning (6,542 words) [view diff] no match in snippet view article find links to article

an input feature. The arcs coming from a node labeled with an input feature are labeled with each of the possible values of the target feature or the arc

Protein tertiary structure (1,603 words) [view diff] no match in snippet view article find links to article

Farhana; Rakin, Salman (21 August 2015). "CoMOGrad and PHOG: From Computer Vision to Fast and Accurate Protein Tertiary Structure Retrieval". Scientific

DeepFace (2,913 words) [view diff] no match in snippet view article find links to article

Human-Level Performance in Face Verification". 2014 IEEE Conference on Computer Vision and Pattern Recognition. IEEE. pp. 1701–1708. doi:10.1109/cvpr.2014

OPTICS algorithm (2,133 words) [view diff] no match in snippet view article find links to article

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Phase-field models on graphs (505 words) [view diff] no match in snippet view article find links to article

scheme, to a graph setting, with analogous results. Graph cuts in computer vision Bertozzi, A.; Flenner, A. (2012-01-01). "Diffuse Interface Models on

Vignetting (1,030 words) [view diff] no match in snippet view article find links to article

Bing Kang, Single-Image Vignetting Correction; IEEE Conference on Computer Vision and Pattern Recognition 2006 Olsen, Doug; Dou, Changyong; Zhang, Xiaodong;

Explanation-based learning (1,022 words) [view diff] no match in snippet view article find links to article

Joshi, Srinivas Bangalore, and Khalil Sima'an. One-shot learning in computer vision Zero-shot learning "Special issue on explanation in case-based reasoning"

Active learning (machine learning) (2,211 words) [view diff] no match in snippet view article

the leaf nodes might represent (overlapping) partitions of the original feature space. This offers the possibility of selecting instances from non-overlapping

Deep belief network (1,280 words) [view diff] no match in snippet view article find links to article

learn to probabilistically reconstruct its inputs. The layers then act as feature detectors. After this learning step, a DBN can be further trained with

Types of artificial neural networks (10,702 words) [view diff] no match in snippet view article find links to article

various perturbations) representations. Examples of applications in computer vision include DeepDream and robot navigation. They have wide applications

Topological data analysis (10,980 words) [view diff] no match in snippet view article find links to article

Proc. SPIE, Intelligent Robots and Computer Vision X: Algorithms and Techniques. Intelligent Robots and Computer Vision X: Algorithms and Techniques. 1607:

Word embedding (3,154 words) [view diff] no match in snippet view article find links to article

in meaning. Word embeddings can be obtained using language modeling and feature learning techniques, where words or phrases from the vocabulary are mapped

Question answering (3,450 words) [view diff] no match in snippet view article find links to article

visual question answering." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018. Zhu, Linchao; Xu, Zhongwen; Yang, Yi;

IEEE Visualization (1,894 words) [view diff] no match in snippet view article find links to article

Multidimensional Scaling: David Hägele, Tim Krake, Daniel Weiskopf 2021: Feature Curves and Surfaces of 3D Asymmetric Tensor Fields: Shih-Hsuan Hung, Yue

FarmWise (1,595 words) [view diff] no match in snippet view article find links to article

product is an automated mechanical weeder that uses a combination of AI, computer vision and robotics to pull out weeds in vegetable fields without using chemicals

Receptive field (3,057 words) [view diff] no match in snippet view article find links to article

to the original data. Since CNNs are used primarily in the field of computer vision, the data that the neurons represent is typically an image; each input

Pixel Camera (3,273 words) [view diff] no match in snippet view article find links to article

pressed. The Pixel Visual Core is used to accelerate the analysis using computer vision techniques, and ranks them based on object motion, motion blur, auto

Occam learning (1,710 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Index of robotics articles (3,462 words) [view diff] no match in snippet view article find links to article

Engineering Computer game bot Turing Test Computer science Computer software Computer vision Conceptual dependency theory Concurrent MetateM Connectionist expert

Teddy Zee (1,464 words) [view diff] no match in snippet view article find links to article

ObEN, an Artificial Intelligence start-up with proprietary voice and computer vision software that humanizes technology. Other advisory roles include SmartStudy

Arm Holdings (6,381 words) [view diff] no match in snippet view article find links to article

in fog computing. 2016 Apical, a provider of imaging and embedded computer vision IP products Allinea Software, a leading provider of software tools

Courant Institute of Mathematical Sciences (4,450 words) [view diff] no match in snippet view article find links to article

areas such as natural language processing, the theory of computation, computer vision, software engineering, compiler optimization techniques, computer graphics

Out-of-bag error (723 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

History of artificial neural networks (8,627 words) [view diff] no match in snippet view article find links to article

1992. The deep learning revolution started around CNN- and GPU-based computer vision. Although CNNs trained by backpropagation had been around for decades

Voxel (3,018 words) [view diff] no match in snippet view article find links to article

Graph-Based Segmentation of RGBD Videos". 2014 IEEE Conference on Computer Vision and Pattern Recognition. pp. 344–351. arXiv:1801.08981. doi:10.1109/CVPR

Nearest neighbor search (3,341 words) [view diff] no match in snippet view article find links to article

recognition Statistical classification – see k-nearest neighbor algorithm Computer vision – for point cloud registration Computational geometry – see Closest

J. K. Aggarwal (1,567 words) [view diff] no match in snippet view article find links to article

International Conference on Computer Vision (ICCV). Xia, L. and Aggarwal, J.K., 2013. Spatio-temporal depth cuboid similarity feature for activity recognition

PhotoModeler (817 words) [view diff] no match in snippet view article find links to article

acquisition and object reconstruction Image-based modeling and rendering Computer vision 3D scanner "PhotoModeler – Software for photogrammetry measurement

Multistable perception (831 words) [view diff] no match in snippet view article find links to article

the concave/convex, or simply up/down, ambiguity, and it confuses computer vision as well. In literature, the science fiction novel, Dhalgren, by Samuel

Voxel (3,018 words) [view diff] no match in snippet view article find links to article

Graph-Based Segmentation of RGBD Videos". 2014 IEEE Conference on Computer Vision and Pattern Recognition. pp. 344–351. arXiv:1801.08981. doi:10.1109/CVPR

Image noise (3,599 words) [view diff] no match in snippet view article find links to article

ISBN 0-12-119792-1. Linda G. Shapiro; George C. Stockman (2001). Computer Vision. Prentice-Hall. ISBN 0-13-030796-3.[permanent dead link] Boncelet,

PowerVR (4,880 words) [view diff] no match in snippet view article find links to article

systems (ADAS), infotainment, computer vision and advanced processing for instrument clusters. The new GPUs include new feature set enhancements with a focus

Nearest neighbor search (3,341 words) [view diff] no match in snippet view article find links to article

recognition Statistical classification – see k-nearest neighbor algorithm Computer vision – for point cloud registration Computational geometry – see Closest

Aly Farag (364 words) [view diff] no match in snippet view article find links to article

distances using statistical inference for similarity measure". IET Computer Vision. 9 (4): 541–548. doi:10.1049/iet-cvi.2014.0011. Ismail, Marwa; Elshazly

Latent space (1,191 words) [view diff] no match in snippet view article find links to article

sentiment analysis, machine translation, and document classification. Computer vision: Image and video embeddings enable tasks like object recognition, image

Generative design (2,345 words) [view diff] no match in snippet view article find links to article

were also integrated, including deep reinforcement learning (DRL) and computer vision (CV) to generate an urban block according to direct sunlight hours

David Doubilet (1,614 words) [view diff] no match in snippet view article find links to article

where he is a contributing photographer and has been an author for 70 feature articles since 1971. He was born in New York City and started taking photos

Pooling layer (3,383 words) [view diff] no match in snippet view article find links to article

Classification". In Leonardis, Aleš; Bischof, Horst; Pinz, Axel (eds.). Computer Vision – ECCV 2006. Vol. 3952. Berlin, Heidelberg: Springer Berlin Heidelberg

Long short-term memory (5,788 words) [view diff] no match in snippet view article find links to article

Deep Residual Learning for Image Recognition. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas, NV, USA: IEEE. pp. 770–778

Deepfake pornography (3,695 words) [view diff] no match in snippet view article find links to article

individual scale using a combination of machine learning algorithms, computer vision techniques, and AI software. The process began by gathering a large

AIBO (4,904 words) [view diff] no match in snippet view article find links to article

of AIBO's actuators to retrieving AIBO's camera data and performing computer vision computations. No pre-built "standard" AIBO functionality is provided

Kunihiko Fukushima (675 words) [view diff] no match in snippet view article find links to article

used in computer vision. In 1969 Fukushima introduced the ReLU (Rectifier Linear Unit) activation function in the context of visual feature extraction

Helium release valve (1,291 words) [view diff] no match in snippet view article find links to article

A helium release valve, helium escape valve or gas escape valve is a feature found on some diving watches intended for saturation diving using helium

Support vector machine (9,068 words) [view diff] no match in snippet view article find links to article

a higher-dimensional feature space. Thus, SVMs use the kernel trick to implicitly map their inputs into high-dimensional feature spaces, where linear

Overfitting (2,843 words) [view diff] no match in snippet view article find links to article

work together to capture the underlying patterns in the data. Feature engineering: Feature engineering involves creating new model features from the existing

Payel De (598 words) [view diff] no match in snippet view article find links to article

Ashour, Amira S.; Dey, Nilanjan (2018), "Medical Video Processing", Computer Vision, IGI Global, pp. 1709–1725, doi:10.4018/978-1-5225-5204-8.ch071,

Perceptron (6,297 words) [view diff] no match in snippet view article find links to article

based on a linear predictor function combining a set of weights with the feature vector. The artificial neuron network was invented in 1943 by Warren McCulloch

Noel Monkman (237 words) [view diff] no match in snippet view article find links to article

Barrier Reef. He later made several documentaries as well as two dramatic feature films. He collaborated throughout his career with his wife Kitty. He and

VGGNet (988 words) [view diff] no match in snippet view article find links to article

3, 144M parameters). The VGG family were widely applied in various computer vision areas. An ensemble model of VGGNets achieved state-of-the-art results

Image restoration by artificial intelligence (915 words) [view diff] no match in snippet view article find links to article

provide new avenues for image restoration research and applications. Computer vision Super-resolution microscopy Image Restoration[self-published source

Computer audition (1,656 words) [view diff] no match in snippet view article find links to article

artificial intelligence for musical knowledge representation. Like computer vision versus image processing, computer audition versus audio engineering

Vanishing gradient problem (3,706 words) [view diff] no match in snippet view article find links to article

Deep Residual Learning for Image Recognition. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas, NV, USA: IEEE. pp. 770–778

Peter Barham (388 words) [view diff] no match in snippet view article find links to article

Science Department at the University of Bristol, he has developed a computer vision system for the automatic recognition of African penguins. This system

Neutral Buoyancy Laboratory (563 words) [view diff] no match in snippet view article find links to article

Facility, near the Johnson Space Center in Houston, Texas. The NBL's main feature is a large indoor pool of water, in which astronauts may perform simulated

Leigh Bishop (1,037 words) [view diff] no match in snippet view article find links to article

"Identity crisis – Shipwreck feature". Divernet. Retrieved 11 July 2010. "Vodka on the Rocks – Mikhail Lermontov Shipwreck feature". Divernet. Retrieved 11

Social search (3,158 words) [view diff] no match in snippet view article find links to article

Liu, Shaowei (June 2013). "Social-oriented visual image search". Computer Vision and Image Understanding. 118: 30–39. doi:10.1016/j.cviu.2013.06.011

Bullet time (2,241 words) [view diff] no match in snippet view article find links to article

experience platforms. For many years, it has been possible to use computer vision techniques to capture scenes and render images of novel viewpoints

Reality (6,931 words) [view diff] no match in snippet view article find links to article

eliminating, and seeing through real objects". IPSJ Transactions on Computer Vision and Applications. 9 (1): 17. doi:10.1186/s41074-017-0028-1. ISSN 1882-6695

Intel Galileo (1,438 words) [view diff] no match in snippet view article find links to article

multitude of modules, a Wi-Fi module, support for OpenCV to enable computer vision, ALSA for sound processing and Node.js for JavaScript capabilities

Word2vec (3,928 words) [view diff] no match in snippet view article find links to article

be a good parameter setting. Autoencoder Document-term matrix Feature extraction Feature learning Neural network language models Vector space model Thought

Frame rate (2,644 words) [view diff] no match in snippet view article find links to article

via structure-to-texture generation". 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. pp. 14001–14010. doi:10.1109/CVPR42600

List of mergers and acquisitions by Apple (4,521 words) [view diff] no match in snippet view article find links to article

2017. Dillet, Romain (September 29, 2017). "Apple quietly acquired computer vision startup Regaind". TechCrunch. Retrieved September 29, 2017. Lunden

MSN (5,255 words) [view diff] no match in snippet view article find links to article

made for Microsoft's Mixer is an artificial intelligence that uses computer vision algorithms on livestreams so that it can alert the viewer of significant

Cuboid (disambiguation) (106 words) [view diff] no match in snippet view article

cuboid with all right angles and equal opposite faces Cuboid (computer vision), a feature used for behavior recognition in video Cuboid (video game), a

TensorFlow (4,057 words) [view diff] no match in snippet view article find links to article

gradient vector of a model with respect to each of its parameters. With this feature, TensorFlow can automatically compute the gradients for the parameters

Gaussian splatting (1,466 words) [view diff] no match in snippet view article find links to article

3D Gaussian splatting has been adapted and extended across various computer vision and graphics applications, from dynamic scene rendering to autonomous

Linear algebra (7,974 words) [view diff] no match in snippet view article find links to article

body dynamics; geodesy for describing Earth shape; perspectivity, computer vision, and computer graphics, for describing the relationship between a scene

Media diving (912 words) [view diff] no match in snippet view article find links to article

the BBC series Planet Earth or movies, with feature films such as Titanic and The Perfect Storm featuring underwater photography or footage. Media divers

Cluster analysis (9,513 words) [view diff] no match in snippet view article find links to article

grouped together. This process is used in fields like medical imaging, computer vision, satellite imaging, and in daily applications like face detection and

Theo Anthony (792 words) [view diff] no match in snippet view article find links to article

premiered at the 2019 New York Film Festival and examined the Hawk-Eye computer-vision system's use in officiating the sport of tennis. Subject to Review

Outline of artificial intelligence (4,378 words) [view diff] no match in snippet view article find links to article

recognition – Computer Audition – Speech recognition – Speaker recognition – Computer vision (outline) – Image processing Intelligent word recognition – Object

K-SVD (1,308 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

James Z. Wang (1,270 words) [view diff] no match in snippet view article find links to article

Computer Science, vol. 3953, Proceedings of the European Conference on Computer Vision, Part III, pp. 288–301, Graz, Austria, May 2006. Yixin Chen, Jinbo

Address geocoding (3,771 words) [view diff] no match in snippet view article find links to article

Perth, Western Australia. With the recent advance in Deep Learning and Computer Vision, a new geocoding workflow, which leverages Object Detection techniques

Moon pool (891 words) [view diff] no match in snippet view article find links to article

A moon pool is an equipment deployment and retrieval feature used by marine drilling platforms, drillships, diving support vessels, fishing vessels, marine

Yuichi Motai (424 words) [view diff] no match in snippet view article find links to article

application domains such as medical imaging, pattern recognition, computer vision, sensory-based robotic and biomedical applications. The majority of

Pedometer (3,366 words) [view diff] no match in snippet view article find links to article

advanced approaches to measure steps have been made with the use of computer vision. The accuracy of step counters varies widely between devices. Typically

Aesthetics (7,450 words) [view diff] no match in snippet view article find links to article

Datta, R.; Joshi, D.; Li, J.; Wang, J. (2006). "Computer Vision – ECCV 2006". Europ. Conf. on Computer Vision. Lecture Notes in Computer Science. Vol. 3953

Aesthetics (7,450 words) [view diff] no match in snippet view article find links to article

Datta, R.; Joshi, D.; Li, J.; Wang, J. (2006). "Computer Vision – ECCV 2006". Europ. Conf. on Computer Vision. Lecture Notes in Computer Science. Vol. 3953

Explainable artificial intelligence (7,801 words) [view diff] no match in snippet view article find links to article

Bernt; Darrell, Trevor (2016). "Generating Visual Explanations". Computer Vision – ECCV 2016. Lecture Notes in Computer Science. Vol. 9908. Springer

Keystone effect (757 words) [view diff] no match in snippet view article find links to article

where the projector must be mounted outside the frame of the screen. Homography (computer vision) Perspective control Introduction to stereo microscopy

Multivector (4,882 words) [view diff] no match in snippet view article find links to article

J Lasenby (2005). "Applications of conformal geometric algebra in computer vision and graphics". In Hongbo Li; Peter J. Olver; Gerald Sommer (eds.).

Boltzmann machine (3,676 words) [view diff] no match in snippet view article find links to article

fields, which find widespread application in linguistics, robotics, computer vision and artificial intelligence. In 2024, Hopfield and Hinton were awarded

List of color spaces and their uses (2,087 words) [view diff] no match in snippet view article find links to article

(and color list) based on CIELab The rg chromaticity space is used in computer vision applications, and shows the color of light (red, yellow, green, etc

Gabor wavelet (857 words) [view diff] no match in snippet view article find links to article

Intelligence. 18 (10): 959–971. doi:10.1109/34.541406. Daugman, John. Computer Vision Lecture Series (PDF). University of Cambridge. Daugman, John. Information

Proper orthogonal decomposition (678 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Unsupervised learning (2,770 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Labeled data (851 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Hike Messenger (5,076 words) [view diff] no match in snippet view article find links to article

User can share 100+ exclusive Hike Moji stickers to other platforms. Computer vision and deep neural networks enable the platform to search around 100 trillion

Google Street View (4,018 words) [view diff] no match in snippet view article find links to article

Biljecki, F. (2021). "Assessing bikeability with street view imagery and computer vision". Transportation Research Part C: Emerging Technologies. 132: 103371

Diffusion map (2,469 words) [view diff] no match in snippet view article find links to article

recognition" (PDF). Proceedings of the IEEE International Conference on Computer Vision 2013: 1960–1967. Zeev, Farbman; Fattal Raanan; Lischinski Dani (2010)

Light field camera (2,584 words) [view diff] no match in snippet view article find links to article

K|Lens develops proprietary kaleidoscopic lens systems and AI-based computer vision solutions for high-performance 3D imaging and defect detection in sectors

Minimum spanning tree (5,460 words) [view diff] no match in snippet view article find links to article

see minimum spanning tree-based segmentation. Curvilinear feature extraction in computer vision. Handwriting recognition of mathematical expressions. Circuit

Diffusion model (14,233 words) [view diff] no match in snippet view article find links to article

transformers. As of 2024[update], diffusion models are mainly used for computer vision tasks, including image denoising, inpainting, super-resolution, image

Webcam (3,642 words) [view diff] no match in snippet view article find links to article

messaging program. Other popular uses include security surveillance, computer vision, video broadcasting, and for recording social videos. Webcams can be

Ensemble learning (6,685 words) [view diff] no match in snippet view article find links to article

features. The variance of local information in the bootstrap sets and feature considerations promote diversity in the ensemble, and can strengthen the

Rule-based machine learning (536 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Adversarial machine learning (7,819 words) [view diff] no match in snippet view article find links to article

models (2012–2013). In 2012, deep neural networks began to dominate computer vision problems; starting in 2014, Christian Szegedy and others demonstrated

Action model learning (816 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Leakage (machine learning) (1,027 words) [view diff] no match in snippet view article

possible sources of leakage for a model: features and training examples. Feature or column-wise leakage is caused by the inclusion of columns which are

Curriculum learning (1,367 words) [view diff] no match in snippet view article find links to article

Difficulty of Visual Search in an Image". 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (PDF). pp. 2157–2166. doi:10.1109/CVPR

Neighbourhood components analysis (1,166 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Canonical correlation (3,645 words) [view diff] no match in snippet view article find links to article

Alhalabi, Wadee (2016). "Discriminant Correlation Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition". IEEE Transactions on

Q-learning (3,835 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Hardware acceleration (1,788 words) [view diff] no match in snippet view article find links to article

fetch-decode-execute cycle. Modern processors are multi-core and often feature parallel "single-instruction; multiple data" (SIMD) units. Even so, hardware

Learning rate (1,108 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Adaptive cruise control (4,045 words) [view diff] no match in snippet view article find links to article

the BMW 5 and 6 series. A more recent development is the binocular computer vision system, such as that introduced to the US market in model year 2013

Cycling (9,838 words) [view diff] no match in snippet view article find links to article

almost entirely occurs in public streets. And, the development of computer vision and street view imagery has provided significant potential to assess

Thermocline (1,434 words) [view diff] no match in snippet view article find links to article

latitude, and turbulent mixing by wind, thermoclines may be a semi-permanent feature of the body of water in which they occur, or they may form temporarily

Parallel projection (2,212 words) [view diff] no match in snippet view article find links to article

Hartley, Richard; Zisserman, Andrew (2018). Multiple view geometry in computer vision (2. edition, 17.printing ed.). Cambridge: Cambridge Univ. Press. p

Attention (13,010 words) [view diff] no match in snippet view article find links to article

more boundaries and edges than the American ones. In the domain of computer vision, efforts have been made to model the mechanism of human attention,

Adrian Biddle (364 words) [view diff] no match in snippet view article find links to article

Biddle's first credit as cinematographer in a feature film. Biddle was a cinematographer on another 25 feature films, including Thelma & Louise (1991), for

Imaging informatics (5,032 words) [view diff] no match in snippet view article find links to article

algorithms for applications such as computer assisted diagnosis and computer vision Due to the diversity of the industry players and broad professional

Shopping cart (4,963 words) [view diff] no match in snippet view article find links to article

streamlined and convenient shopping experience. The system utilizes computer vision to accurately track items in the cart and allow customers to scan and

Ian R. Porteous (957 words) [view diff] no match in snippet view article find links to article

kinematics and architecture as well as (more recently) geology, tomography, computer vision and face-recognition." These applications follow from the theories

Computer forensics (2,451 words) [view diff] no match in snippet view article find links to article

quadratic pixel correlation model" (PDF). Proc. IEEE Conference on Computer Vision and Pattern Recognition: 1–8. Archived from the original (PDF) on 2010-06-17

Grammar induction (2,166 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Nao (robot) (1,670 words) [view diff] no match in snippet view article

(for multilingual text-to-speech synthesis) and two HD cameras (for computer vision, including facial and shape recognition). The robot also comes with

List of mergers and acquisitions by Alphabet (7,353 words) [view diff] no match in snippet view article find links to article

Ingrid (August 16, 2017). "Google acquires AIMatter, maker of the Fabby computer vision app". techcrunch.com. Retrieved August 17, 2017. Novet, Jordan (August

Rockchip (4,995 words) [view diff] no match in snippet view article find links to article

energy efficiency, featuring embedded voice activation detection). The announcement of RV1108 indicated Rockchip's move to AI/computer vision territory. With

Ring (company) (6,190 words) [view diff] no match in snippet view article

distance itself from Ring Ukraine, the branch responsible for developing computer vision and facial recognition solutions. In a statement for release, the general

Thermodynamic model of decompression (1,557 words) [view diff] no match in snippet view article find links to article

decompression schedules. This trend to deeper decompression stops has become a feature of more recent decompression models. Brian A. Hills analysed the existing

Gradient boosting (4,259 words) [view diff] no match in snippet view article find links to article

pioneered the use of tree-based methods. Gradient boosting can be used for feature importance ranking, which is usually based on aggregating importance function

Multi-task learning (6,154 words) [view diff] no match in snippet view article find links to article

(2015). "Going deeper with convolutions". 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 1–9. arXiv:1409.4842. doi:10.1109/CVPR

Valerie Taylor (diver) (2,507 words) [view diff] no match in snippet view article

underwater cinematographer and photographer. In 2021 a feature-length documentary film featuring archival footage as well as Taylor's life as an 85-year-old

Platt scaling (831 words) [view diff] no match in snippet view article find links to article

intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning v t e

Vapnik–Chervonenkis theory (3,937 words) [view diff] no match in snippet view article find links to article

common to machine learning. Let X {\displaystyle {\mathcal {X}}} is a feature space and Y = { 0 , 1 } {\displaystyle {\mathcal {Y}}=\{0,1\}} . A function