Meng Zhang

Frequency-spatial decoupled state-space modeling with transformer fusion: a robust YOLOv11 framework for autonomous vehicle perception

Visual environmental perception stands as the paramount safety cornerstone for autonomous driving. However, robust vehicle detection remains a formidable challenge, particularly under adverse conditions such as intense glare, severe occlusion, and inclement weather. While YOLOv11 offers an efficient baseline, its inher...