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Kevin Desai

3 papers indexed

arxivcs.CV2026-07-10

TSR-Ego: Temporally Guided Stereo Refinement Framework for Egocentric 3D Human Pose Estimation

Md Mushfiqur Azam, John Quarles, Kevin Desai

Egocentric 3D human pose estimation from head-mounted stereo cameras is challenging due to fisheye distortion, severe self-occlusion, and frequent truncation of body joints outside the camera field of view. Recent stereo egocentric methods have improved performance through heatma…

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arxivcs.CVcs.AIcs.LG2026-07-09

Pose-to-Biomechanics: Bridging 3D Human Pose Estimation and Biomechanical Attribute Prediction

Ayda Eghbalian, Kevin Desai

Recent progress in 3D human pose estimation has made markerless recovery of skeletal motion increasingly accurate and scalable. However, most pose estimators remain optimized for geometric keypoint accuracy, while many real-world applications in rehabilitation, sports science, er…

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arxivcs.CV2026-07-02

GRCD: Grounded Region Change Detection for Multi-Finding Chest X-Ray Pairs

OFM Riaz Rahman Aranya, Peyman Najafirad, Kevin Desai

Radiologists routinely compare current and prior chest X-rays to track disease progression, producing follow-up reports that describe multiple findings, each localised to an anatomical region and annotated with a temporal change status. Existing automated methods either generate…

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