Joint-Wise Temporal Self-Similarity Periodic Selection Network for Repetitive Fitness Action Counting
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3402728
Abstract: Accurate repetitive action counting has crucial applications in the era of AI-assisted universal fitness. Existing methods are prone to large errors in spatially fine-grained action counting scenarios. In this study, we propose a joint-wise temporal… read more here.
Keywords: fitness; temporal self; action; joint wise ... See more keywords
IVAC-$\mathbf {P^{2}L}$: Leveraging Irregular Repetition Priors for Improving Video Action Counting
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2025.3604935
Abstract: The quantification of repetitive actions in videos, a task commonly referred to as Video Action Counting (VAC), is a critical challenge in understanding and analyzing content in sports, fitness, and daily activities. Traditional approaches to… read more here.
Keywords: repetition priors; irregular repetition; video action; action counting ... See more keywords