Guide to the Content Based Image Retrieval
Guide to the Content Based Image Retrieval.
Welcome you to step in the world of Content Based Image Retrieval.
This guide will help you to find what great works are done previously, and which direction of this field is going.
Let's explore togehter! Good luck on your journey. :)
Good resource to follow great works doen previously.
SIFT Meets CNN: A Decade Survey of Instance Retrieval
These are my remark on some papers. Please correct me, if there is any mistake.
Most popular dataset is for Landmark retreival datasets, which are Oxford5k and Paris6k) There are other datasets, and they have their own characterestics.
The Stanford Mobile Visual Search Data Set (SMVS)
Oxford buildings (Oxford5k, Oxford105k)
UKBench (University of Kentucky dataset) download from this archived site
2012 Learning Vocabularies over a Fine Quantization by Andrej Mikulik, Michal Perdoch, Ondrej Chum, Jirı Matas
2008 Hamming embedding and weak geometric consistency for large scale image search by Herve Jegou, Matthijs Douze, and Cordelia Schmid
2007 Object retrieval with large vocabularies and fast spatial matching by James Philbin, Ondrej Chum, Michael Isard, Josef Sivic, Andrew Zisserman
Many people shared their work to the community. Thanks for their efforts.