Abstract: Haze deteriorates the quality of captured images, which severely limits the accuracy of clean image-trained object detectors in hazy conditions. Source-free domain adaptation (SFDA) aims to ...
Abstract: Source-Free Domain Adaptive Object Detection (SFDA-OD) aims to apply a pre-trained detector from the source domain to unlabeled data in the target domain. Existing methods typically utilize ...