2 papers
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…
cs.CV2025
Video-based Vehicle Surveillance in the Wild: License Plate, Make, and Model Recognition with Self Reflective Vision-Language Models
Pouya Parsa, Keya Li, Kara M. Kockelman +1
Automatic license plate recognition (ALPR) and vehicle make and model recognition underpin intelligent transportation systems, supporting law enforcement, toll collection, and post…