Deformable pose traversal convolution for 3D action and gesture recognition

• Main Authors: Weng, Junwu, Liu, Mengyuan, Jiang, Xudong, Yuan, Junsong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Pose Traversal; Pose Convolution
• Online Access: https://hdl.handle.net/10356/140842
• Institution: Nanyang Technological University

The representation of 3D pose plays a critical role for 3D action and gesture recognition. Rather than representing a 3D pose directly by its joint locations, in this paper, we propose a Deformable Pose Traversal Convolution Network that applies one-dimensional convolution to traverse the 3D pose fo...