Recognizing human actions as the evolution of pose estimation maps

• المؤلفون الرئيسيون: Liu, Mengyuan, Yuan, Junsong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Pose Estimation; Shape
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/143208

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...