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Learning Compact Appearance Representation for Video-Based Person Re-Identification

Learning Compact Appearance Representation for Video-Based Person Re-Identification

This paper presents a novel approach for video-based person re-identification using multiple convolutional neural networks (CNNs). Unlike the previous work, we intend to extract a compact yet discriminative appearance representation from several frames rather than the whole sequence. Specifically, given a video, the representative frames are selected based on the …