arxivcs.CVcs.RO2026-07-24
JustDepth: Real-Time Radar-Camera Depth Estimation with Single-Scan LiDAR Supervision
Wooyung Yun, Dongwook Kim, Soomok Lee
Accurate yet low-latency depth is essential for radar-camera perception in autonomous systems. Cameras provide rich appearance but lack metric scale, whereas automotive radar offers metric range but is sparse and noisy. Many pipelines are multi-stage or depend on auxiliary annota…