Ke-Ya Li

Calibration-Free Vehicle Speed Estimation: A Monocular Keypoint-Template Approach

This paper proposes a calibration-free framework for reliably and effectively estimating vehicle speeds from monocular videos, without relying on roadway features, camera calibration, or roadway-feature-based reference objects. The proposed framework estimates vehicle speeds using a 36-keypoint vehicle template and a h...