Bidirectional temporal feature for 3D human pose and shape estimation from a video

• Published in: Computer animation and virtual worlds Vol. 34; no. 3-4
• Main Authors: Sun, Libo, Tang, Ting, Qu, Yuke, Qin, Wenhu
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.05.2023; Wiley Subscription Services, Inc
• Subjects: Bi‐LSTM; Datasets; Discriminators; Estimation; Human motion; human pose and shape estimation; Spatial data; Three dimensional motion; transformer

3D human pose and shape estimation is the foundation of analyzing human motion. However, estimating accurate and temporally consistent 3D human motion from a video remains a challenge. By now, most of the video‐based methods for estimating 3D human pose and shape rely on unidirectional temporal feat...