Publications
2025
Task-Centric Robustness in Gesture-Based HCI: Detection vs. Pose under Low-Light and Surface Interference
Zihao Zhan
Course Project Report
We frame gesture robustness as a task–environment problem and show that detection remains near-ceiling across NL/IN/LL while pose collapses in LL; we report IoU-based box mAP@50 and OKS-based pose mAP@50, plus retained performance relative to NL.
HCIRobustnessDetection vs. Pose