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cs.CV2026
Smartphone-Based Method for Automated Speed Enforcement
Keya Li, Jahnavi Malagavalli, Lamha Goel +2
Smartphone cameras and computer vision (CV) hold significant promise in assisting public agencies with enforcing traffic laws and enhancing road safety. This work designs and tests…
cs.CV2026
Calibration-Free Vehicle Speed Estimation: A Monocular Keypoint-Template Approach
Gaofeng Su, Keya Li, Raja Sengupta +1
This paper proposes a calibration-free framework for reliably and effectively estimating vehicle speeds from monocular videos, without relying on roadway features, camera calibrati…