Hui-Long Ding

Weak Target Detection of Road Construction Vehicles via Multi-model Decision Fusion

The proposed Confidence-Guided Cascade Decision System (CG-CDS) effectively addresses the inherent trade-off between computational efficiency and detection accuracy by dynamically routing challenging samples to a specialized fine-grained detector, which achieves robust performance across diverse environmental conditions including low illumination, severe occlusion, and complex background clutter.