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Published byNancy Knight Modified over 8 years ago
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Laboratory I MPEG7 implementation exercises Ing. Marco Bertini
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Exercise objectives Perform experiments with a sample CBIR system based on MPEG-7 features Experiment with weighted retrieval Experiment with approximate retrieval
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Working tools Use Java CBIR module based on LIRE open source library – use version 0.9.4 Use UCID V2 dataset for testing. Source code available for inspection Word and Latex template for 4-page resume of the experiments (to be done per group)
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Task Using the CBIR module perform image retrieval by applying: – CLD – SCD – EHD and their (weighted) combinations. Check the most appropriate feature combinations to optimize performance Test on UCID dataset and evaluate MAP P@10 using ground truth data.
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