Combining adaptive hierarchical depth motion maps with skeletal joints for human action recognition

• Main Authors: Ding, Runwei, He, Qinqin, Liu, Hong, Liu, Mengyuan
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2019
• 主題: Action Recognition; Depth Data; DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/100166; http://hdl.handle.net/10220/48566
• 機構: Nanyang Technological University

This paper presents a new framework for human action recognition by fusing human motion with skeletal joints. First, adaptive hierarchical depth motion maps (AH-DMMs) are proposed to capture the shape and motion cues of action sequences. Specifically, AH-DMMs are calculated over adaptive hierarchica...