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Pose-Guided Visible Part Matching for Occluded Person ReID

Pose-Guided Visible Part Matching for Occluded Person ReID

Occluded person re-identification is a challenging task as the appearance varies substantially with various obstacles, especially in the crowd scenario. To address this issue, we propose a Pose-guided Visible Part Matching (PVPM) method that jointly learns the discriminative features with pose-guided attention and self-mines the part visibility in an end-to-end …