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cs.CV2026
MyoMechanix: Biomechanically-Grounded Compositional Skilled Activity Understanding and Coaching
Hao Yin, Paritosh Parmar, Lijun Gu +6
Existing action quality assessment (AQA) datasets and methods rely primarily on visual inputs such as RGB and pose, overlooking physiological dynamics such as muscle mechanics and…
cs.CV2026
Robust and Efficient Motion Reasoning for Privacy-Aware Classroom Incident Recognition
Paritosh Parmar, Landy Lan, Hong Yang +2
Can computer vision help make classrooms safer? In this pilot study, we investigate privacy-aware and computationally efficient classroom incident recognition from CCTV-style obser…