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Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect

Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect

Recently, the research interest of person re-identification (ReID) has gradually turned to video-based methods, which acquire a person representation by aggregating frame features of an entire video. However, existing video-based ReID methods do not consider the semantic difference brought by the outputs of different network stages, which potentially compromises the …