Hong-Yu Li

From RGB to reliable road maps: pseudo-LiDAR enhanced domain adaptive detection

SPADA-Road is proposed, an unsupervised framework that integrates Superpixel-guided segmentation with a novel Pseudo-LiDAR (PL) generation module that synthesizes depth cues from monocular RGB inputs, effectively augmenting training data without requiring physical LiDAR sensors.