1 code implementation • 11 Aug 2022 • Neel Trivedi, Ravi Kiran Sarvadevabhatla
At the representation level, we propose a global frame based part stream approach as opposed to conventional modality based streams.
Ranked #5 on Skeleton Based Action Recognition on NTU RGB+D
1 code implementation • 27 Jan 2021 • Neel Trivedi, Anirudh Thatipelli, Ravi Kiran Sarvadevabhatla
The lack of fine-grained joints (facial joints, hand fingers) is a fundamental performance bottleneck for state of the art skeleton action recognition models.
Ranked #1 on Skeleton Based Action Recognition on NTU60-X
1 code implementation • 4 Jul 2020 • Pranay Gupta, Anirudh Thatipelli, Aditya Aggarwal, Shubh Maheshwari, Neel Trivedi, Sourav Das, Ravi Kiran Sarvadevabhatla
To study skeleton-action recognition in the wild, we introduce Skeletics-152, a curated and 3-D pose-annotated subset of RGB videos sourced from Kinetics-700, a large-scale action dataset.
Ranked #1 on Skeleton Based Action Recognition on Skeletics-152