Robust 3D hand pose estimation from single depth images using multi-view CNNs

• Main Authors: Ge, Liuhao, Liang, Hui, Yuan, Junsong, Thalmann, Daniel
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Three-dimensional Displays; Heating Systems
• Online Access: https://hdl.handle.net/10356/140529
• Institution: Nanyang Technological University

Articulated hand pose estimation is one of core technologies in human-computer interaction. Despite the recent progress, most existing methods still cannot achieve satisfactory performance, partly due to the difficulty of the embedded high-dimensional nonlinear regression problem. Most existing data...