Recognizing human actions as the evolution of pose estimation maps

• Main Authors: Liu, Mengyuan, 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::Electrical and electronic engineering; Pose Estimation; Shape
• 在線閱讀: https://hdl.handle.net/10356/143208
• 機構: Nanyang Technological University

Most video-based action recognition approaches choose to extract features from the whole video to recognize actions. The cluttered background and non-action motions limit the performances of these methods, since they lack the explicit modeling of human body movements. With recent advances of human p...