From Filters to VLMs: Benchmarking Defogging Methods through Object Detection and Segmentation Performance

Ardalan Aryashad, Parsa Razmara, Amin Mahjoub +3

Autonomous driving perception systems are particularly vulnerable in foggy conditions, where light scattering reduces contrast and obscures fine details critical for safe operation…