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Large Scale Image Deduplication
Use SIFT & MSER bundles features Consider local feature geometric position Invariant to rotation, translation, cropping, illumination changes Bundling features for large scale partial-duplicate web image search Computer Vision and Pattern Recognition, CVPR 2009 Tzay-Yeu Wen Stanford University 1
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Large Scale Image Deduplication
1M Dataset Experiment Result Query Occlusion Percentages mAP 50% 30% 10% 0% Run-time Comparison 10K Images 1M Images Feature Extraction Sec Visual Word Conversion Sec Sec Query Sec Sec Total Sec Sec Tzay-Yeu Wen Stanford University 2
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