Deformable pose traversal convolution for 3D action and gesture recognition

• Main Authors: Weng, Junwu, Liu, Mengyuan, Jiang, Xudong, Yuan, Junsong
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2020
• 主題: Engineering::Computer science and engineering; Pose Traversal; Pose Convolution
• 在線閱讀: https://hdl.handle.net/10356/140842
• 機構: 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...