Guohai Jia

YOLOv8n-MMSP: A Lightweight Real-Time Vehicle Detector for Edge-Based Perception in Intelligent Transportation Systems

To meet the computational constraints of edge devices, an L1 regularization–based channel pruning strategy was applied to batch normalization layers, reducing model complexity while maintaining detection performance, and to improve bounding box regression accuracy in densely occluded scenarios, the Multi-Precision Dist...