Monocular multi-person pose estimation: A survey
作者:
Highlights:
• A systematic review of the state-of-the-art in multi-person pose estimation.
• Focus on monocular approaches for unconstrained color images and video.
• Human pose estimation is considered a key step towards scene understanding.
• Review of the main contributions to human pose estimation in the last decade.
• Identify the main limitations of current benchmarks and how to overcome them.
摘要
•A systematic review of the state-of-the-art in multi-person pose estimation.•Focus on monocular approaches for unconstrained color images and video.•Human pose estimation is considered a key step towards scene understanding.•Review of the main contributions to human pose estimation in the last decade.•Identify the main limitations of current benchmarks and how to overcome them.
论文关键词:Human pose estimation,Multi-person pose estimation,Markerless body part detectors,Human pose tracking
论文评审过程:Received 18 July 2019, Revised 4 March 2021, Accepted 11 May 2021, Available online 24 May 2021, Version of Record 4 June 2021.
论文官网地址:https://doi.org/10.1016/j.patcog.2021.108046