Keyword

image representation

Description: Image representation is the encoding of visual information as signals, features, or data structures for analysis, transmission, or processing.

Primary topic: Image Retrieval and Classification Techniques (22%)

OpenAlex ID: keywords/image-representation

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

2015 · Radford, Alec, Metz, Luke, et al. · arXiv (Cornell University) · 12,230

PDF

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

2006 · M. Aharon, M. Elad, et al. · IEEE Transactions on Signal Processing · 9,461

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 · S. Lazebnik, C. Schmid, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 7,894

Digital Image Processing Using MATLAB

2003 · Rafael C. González, Richard E. Woods, et al. · 7,075

Representation Learning with Contrastive Predictive Coding

2018 · Oord, Aaron van den, Li, Yazhe, et al. · arXiv (Cornell University) · 6,245

PDF

Return of the Devil in the Details: Delving Deep into Convolutional Nets

2014 · Ken Chatfield, Karen Simonyan, et al. · British Machine Vision Conference (BMVC) · 3,333

PDF

A survey on vision-based human action recognition

2009 · Ronald Poppe · Image and Vision Computing · 2,239

Multifrequency channel decompositions of images and wavelet models

1989 · S.G. Mallat · IEEE Transactions on Acoustics Speech and Signal Processing · 1,956

Deconvolutional networks

2010 · Matthew D. Zeiler, Dilip Krishnan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,751

Image representation using 2D Gabor wavelets

1996 · Tai Sing Lee · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,629

On image analysis by the methods of moments

1988 · C.-H. Teh, R.T. Chin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,559

Blobworld: image segmentation using expectation-maximization and its application to image querying

2002 · C. Carson, S. Belongie, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,410

Curvelets: A Surprisingly Effective Nonadaptive Representation for Objects with Edges

2000 · Emmanuel J. Candès, David L. Donoho · 1,337

Mathematical description of the responses of simple cortical cells*

1980 · S. Marĉelja · Journal of the Optical Society of America · 1,252

Face recognition: the problem of compensating for changes in illumination direction

1997 · Y. Adini, Y. Moses, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,064

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

2014 · Gong Cheng, Junwei Han, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 997

Image Processing and Analysis

2005 · Tony F. Chan, Jianhong (Jackie) Shen · Society for Industrial and Applied Mathematics eBooks · 920

Unsupervised feature learning framework for no-reference image quality assessment

2012 · Peng Ye, J. Kumar, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 832

Learning Representations by Maximizing Mutual Information Across Views

2019 · Bachman, Philip, Hjelm, R Devon, et al. · arXiv (Cornell University) · 825

PDF

Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering

2017 · Zhou Yu, Jun Yu, et al. · IEEE International Conference on Computer Vision (ICCV) · 796

PDF

Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images

2015 · Mateusz Malinowski, Marcus Rohrbach, et al. · IEEE International Conference on Computer Vision (ICCV) · 635

PDF

Learning Feature Representations with K-Means

2012 · Adam Coates, Andrew Y. Ng · Lecture notes in computer science · 620

Gradient Response Maps for Real-Time Detection of Textureless Objects

2011 · S. Hinterstoisser, C. Cagniart, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 610

Image Analysis and Recognition

Gabor Analysis and Algorithms: Theory and Applications

1997 · Hans G. Feichtinger, Thomas Strohmer · 598

Works count: 5,918

Citation count: 132,600