Recognizing human actions as the evolution of pose estimation maps

• Main Authors: Liu, Mengyuan, Yuan, Junsong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Pose Estimation; Shape
• Online Access: https://hdl.handle.net/10356/143208
• Institution: 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...