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cs.CV2025
Differentially Private 2D Human Pose Estimation
Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni
Human pose estimation (HPE) has become essential in numerous applications including healthcare, activity recognition, and human-computer interaction. However, the privacy implicati…
cs.CV2024
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity Recognition
Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi +2
Human motion analysis offers significant potential for healthcare monitoring and early detection of diseases. The advent of radar-based sensing systems has captured the spotlight f…
cs.CV2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
Qianying Liu, Paul Henderson, Xiao Gu +2
Semi-supervised medical image segmentation has shown promise in training models with limited labeled data and abundant unlabeled data. However, state-of-the-art methods ignore a po…