3 papers
cs.CV2026
Calibrated Multichannel Monocular Ranging From Standardized License Plates With Metrology-Exact Validation
Manognya Lokesh Reddy, Zheng Liu
Longitudinal driver assistance depends on the distance to the vehicle ahead, a quantity normally supplied by radar, laser scanner, or stereo pair. However, a low-cost camera can es…
cs.CV2026
Physics-Grounded Monocular Vehicle Distance Estimation Using Standardized License Plate Typography
Manognya Lokesh Reddy, Zheng Liu
Accurate inter-vehicle distance estimation is a cornerstone of Advanced Driver Assistance Systems (ADAS) and autonomous driving. While LiDAR and radar provide high precision, their…
cs.CV2026
Typography-Based Monocular Distance Estimation Framework for Vehicle Safety Systems
Manognya Lokesh Reddy, Zheng Liu
Accurate inter-vehicle distance estimation is a cornerstone of advanced driver assistance systems and autonomous driving. While LiDAR and radar provide high precision, their cost p…