no code implementations • 27 May 2024 • J. D. Peiffer, Kunal Shah, Shawana Anarwala, Kayan Abdou, R. James Cotton
Reconstructing from a fusion of video and wearable sensor data further reduces this error.
no code implementations • 30 Jul 2023 • R. James Cotton, J. D. Peiffer, Kunal Shah, Allison DeLillo, Anthony Cimorelli, Shawana Anarwala, Kayan Abdou, Tasos Karakostas
We find that contrastive learning on unannotated gait data learns a representation that captures clinically meaningful information.
no code implementations • 19 Mar 2023 • R. James Cotton, Allison DeLillo, Anthony Cimorelli, Kunal Shah, J. D. Peiffer, Shawana Anarwala, Kayan Abdou, Tasos Karakostas
Markerless motion capture using computer vision and human pose estimation (HPE) has the potential to expand access to precise movement analysis.