2004 · 18 citations · 12 references
ComputingComputer ScienceInformation RetrievalMachine LearningNatural Language ProcessingEvaluation Of Retrieval SystemsImage ClassificationImage RetrievalPattern RecognitionRetrieval ModelsSupport Vector MachinesContent-based Image RetrievalDocument RetrievalEvidence CombinationFeature Combination StrategiesImage Retrieval EvaluationInstance RetrievalRetrieval EvaluationSearch Task Evaluation
The paper reports on experimental results obtained from a performance comparison of feature combinations strategies in content based image retrieval. The use of support vector machines is compared to CombMIN, CombMAX, CombSUM and BordaFuse combination strategies, all of which are evaluated on a carefully compiled set of Corel images and the TRECVID 2003 search task collection.
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B.S. Manjunath, J.-R. Ohm, Varun Vasudevan et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2001 · 1.7K citations
Combination of multiple searches
Edward A. Fox, Joseph A. Shaw · Text REtrieval Conference · 1994 · 920 citations
Javed Aslam, Mark Montague · 2001 · 681 citations
Kinh Tieu, Paul Viola · 2002 · 392 citations
Automatic Combination of Multiple Ranked Retrieval Systems
1994 · 259 citations