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Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification

Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification

Re-identifying a person across multiple disjoint camera views is important for intelligent video surveillance, smart retailing and many other applications. However, existing person re-identification methods are challenged by the ubiquitous occlusion over persons and suffer performance degradation. This paper proposes a novel occlusion-robust and alignment-free model for occluded person ReID …