Advancements in Repetitive Action Counting: Joint-Based PoseRAC Model With Improved Performance

arXiv:2308.08632v2 Announce Type: replace
Abstract: Repetitive counting (RepCount) is critical in various applications, such as fitness tracking and rehabilitation. Previous methods have relied on the estimation of red-green-and-blue (RGB) frames and body pose landmarks to identify the number of action repetitions, but these methods suffer from a number of issues, including the inability to stably handle changes in camera viewpoints, over-counting, under-counting, difficulty in distinguishing between sub-actions, inaccuracy in recognizing salient poses, etc. In this paper, based on the work …

abstract applications arxiv cs.cv fitness green identify performance tracking type