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Awesome computer vision   - a curated list of awesome computer vision resources.
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.
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.
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
Sampling Strategies for Bag-of-Features Image Classification  Eric Nowak, Frédéric Jurie, Bill Triggs