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Reconstructing human pose and shape from a monocular view is a longstanding problem in the field of computer graphics. The goal is to reconstruct the 3D model of human body surface from an image or a video. Most existing monocular human reconstruction methods have achieved great progress which primarily focus on single-person reconstruction. However, research on multi-person reconstruction from a monocular perspective still face certain challenges. In this paper, we comprehensively introduce existing methods in the field of monocular multi-person reconstruction. Additionally, we discuss the challenges and insights into future research directions related to multi-person reconstruction.

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Survey on Multi-person 3D Reconstruction from Monocular View

  • 会议论文

  • 发表日期：

    2025年

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  • Jingyao Cai,
  • Boyuan Cheng,
  • Yingjie Xi,
  • Xiaosong Yang

摘要

Reconstructing human pose and shape from a monocular view is a longstanding problem in the field of computer graphics. The goal is to reconstruct the 3D model of human body surface from an image or a video. Most existing monocular human reconstruction methods have achieved great progress which primarily focus on single-person reconstruction. However, research on multi-person reconstruction from a monocular perspective still face certain challenges. In this paper, we comprehensively introduce existing methods in the field of monocular multi-person reconstruction. Additionally, we discuss the challenges and insights into future research directions related to multi-person reconstruction.