Ming-Zhe Liu

DensePed-Lite: Quality-Aware Adaptive Detection for Dense Pedestrians under Occlusion

Pedestrian detection plays a crucial role in computer vision with applications in autonomous driving, surveillance, and public safety. However, real-world dense scenes bring severe challenges, including heavy occlusion, drastic scale variations, and strict real-time requirements. Existing lightweight detectors struggle...