Part-based Representation Learning
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Most implemented papers
Body Part-Based Representation Learning for Occluded Person Re-Identification
Firstly, individual body part appearance is not as discriminative as global appearance (two distinct IDs might have the same local appearance), this means standard ReID training objectives using identity labels are not adapted to local feature learning.