Author

Reenie Tanya

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Open access 2026

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.

Reenie Tanya, Balika J. Chelliah · IEEE Access · 0 citations