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Awesome computer vision - a curated list of awesome computer vision resources.
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Clustering Billions of Images with Large Scale Nearest Neighbor Search Ting Liu, Charles Rosenberg, Herny A. Rowley |
Content-based Multimedia Information Retrieval: State of the Art and Challenges Michael S. Lew, Nicu Sebe, Chabane Djeraba, Ramesh Jain |
CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision - a resource for computer vision, machine vision, image analysis and some visual psychophysics and visual neurophysiology.
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Features for Image Retrieval: An Experimental Comparison Thomas Thomas Deselaers, Daniel Keysers, Hermann Ney |
Learning a fine vocabulary Andrej Mikulík, Michal Perdoch, Ondřej Chum, Jiří Matas |
LIRe: Lucene image retrieval: an extensible Java CBIR library Mathias Lux, Savvas A Chatzichristofis |
Near Duplicate Image Detection: min-Hash and tf-idf Weighting Ondrej Chum, James Philbin, Andrew Zisserman |
Object retrieval with large vocabularies and fast spatial matching J Philbin, O Chum, M Isard, J Sivic, A Zisserman |
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias, Ronan Sicre, Hervé Jégou |
Product Quantization for Nearest Neighbor Search Hervé Jégou, Matthijs Douze, Cordelia Schmid |
pyImageSearch - a blog on building image search engines.
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Query by image and video content: the QBIC system Myron Flickner, Harpreet Sawhney, Wayne Niblack, Jonathan Ashley, Qian Huang, Byron Dom, Monika Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele, Peter Yanker - The article describing the QBIC system, designed by IBM
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Sampling Strategies for Bag-of-Features Image Classification Eric Nowak, Frédéric Jurie, Bill Triggs |
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