Monocular human pose estimation: A survey of deep learning-based methods

• Published in: Computer vision and image understanding Vol. 192; p. 102897
• Main Authors: Chen, Yucheng, Tian, Yingli, He, Mingyi
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.03.2020
• Subjects: Deep learning; Human pose estimation; Survey; Deep learning; Survey; Human pose estimation; 41A10; 65D05; 65D17; 41A05

Vision-based monocular human pose estimation, as one of the most fundamental and challenging problems in computer vision, aims to obtain posture of the human body from input images or video sequences. The recent developments of deep learning techniques have been brought significant progress and rema...