Hough forest with optimized leaves for global hand pose estimation with arbitrary postures

• Main Authors: Liang, Hui, Yuan, Junsong, Lee, Jun, Ge, Liuhao, Thalmann, Daniel
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Gesture Recognition; Hand Pose Estimation
• Online Access: https://hdl.handle.net/10356/139907
• Institution: Nanyang Technological University

Vision-based hand pose estimation is important in human-computer interaction. While many recent works focus on full degree-of-freedom hand pose estimation, robust estimation of global hand pose remains a challenging problem. This paper presents a novel algorithm to optimize the leaf weights in a Hou...