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Person re-identification (ReID) is a prominent computer vision task that addresses the challenge of retrieving images of a specific person across a network of non-overlapping cameras. This problem is inherently difficult due to significant variations in pose, viewpoint, lighting, and occlusions, compounded by the presence of both intra-class variations and high inter-class similarity between different individuals. Consequently, ReID has become a highly active and challenging area of research.

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Multi-Scale Multi-Branch Architecture Search for Person Re-identification

  • 章节

  • 发表日期：

    2026年

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  • Hongyang Gu,
  • Yao Ding,
  • Xiaogang Yang,
  • Ruitao Lu,
  • Lei Pu,
  • Siming Han

摘要

Person re-identification (ReID) is a prominent computer vision task that addresses the challenge of retrieving images of a specific person across a network of non-overlapping cameras. This problem is inherently difficult due to significant variations in pose, viewpoint, lighting, and occlusions, compounded by the presence of both intra-class variations and high inter-class similarity between different individuals. Consequently, ReID has become a highly active and challenging area of research.