Weakly-supervised 3D hand pose estimation from monocular RGB images

• Main Authors: Cai, Yujun, Ge, Liuhao, Cai, Jianfei, Yuan, Junsong
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Computer Vision; 3D Hand Pose Estimation
• Online Access: https://hdl.handle.net/10356/140530
• Institution: Nanyang Technological University

Compared with depth-based 3D hand pose estimation, it is more challenging to infer 3D hand pose from monocular RGB images, due to substantial depth ambiguity and the difficulty of obtaining fully-annotated training data. Different from existing learning-based monocular RGB-input approaches that requ...