Analysis and Evaluation of Kinect-based Action Recognition Algorithms

arXiv:2112.08626v3 Announce Type: replace
Abstract: Human action recognition still exists many challenging problems such as different viewpoints, occlusion, lighting conditions, human body size and the speed of action execution, although it has been widely used in different areas. To tackle these challenges, the Kinect depth sensor has been developed to record real time depth sequences, which are insensitive to the color of human clothes and illumination conditions. Many methods on recognizing human action have been reported in the literature such …

abstract action action recognition algorithms analysis arxiv challenges cs.cv evaluation human lighting recognition record replace sensor speed type