Balika. J. Chelliah

UnifiedPoseNet-A Lightweight Shared Pose Estimation Model for Human and Vehicles

Comparative results against lightweight state-of-the-art baselines for human and vehicle pose estimation—demonstrate that UnifiedPoseNet attains comparable accuracy to specialized models while requiring significantly fewer parameters and offering a unified framework for simultaneous human–vehicle keypoint estimation.