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Resources
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The Benchathlon aims at being the central point for CBIR benchmarking.
This page will gather all findings and resources that are related to our goal.
It is meant to evolve and be completed.
If you know a resource that you think would be useful to share, please send me a pointer, I'll add it into our pages.
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For a common understanding of technical advances, this specific section proposes a number of surveys on Information Retrieval and Evaluation techniques.
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We are maintaining a bibliography on CBIR benchmarking and related issues.
Below is a shorter list of essential reading:
- Kevin W. Bowyer and P. Jonathon Phillips. Empirical Evaluation Techniques In Computer Vision. IEEE Computer Society pub., 1998.
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Neil J. Gunther, Giordano Beretta.
A Benchmark for Image Retrieval using Distributed Systems over the Internet: BIRDS--I.
HP Labs, Palo Alto, Technical Report HPL--2000--162, San Jose, 2001.
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Henning Müller, Wolfgang Müller, David McG.\ Squire, Stéphane Marchand--Maillet, Thierry Pun.
Performance Evaluation in Content--Based Image Retrieval: Overview and Proposals,
Pattern Recognition Letters, Vol. 22, No. 5, pp. 593--601, 2001.
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Smeulders, Arnold W. M., Worring, Marcel, Santini, Simone, Gupta, Armarnath, Jain, Ramesh.
Content--Based Image Retrieval at the end of the early years,
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22 No 12, pp. 1349--1380, 2000.
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See this page for more details on our standard data sets.
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We are collecting relevant software, see this page
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