LR-DETR: a lightweight real-time traffic sign detection model based on improved RT-DETR. - Longzhen Zhang; Mingyang Wang; Xianhao Zhao; Xianjie Wang (J. Real Time Image Process., 2025)

Lw4s: a lightweight semantic sigmentation model of urban street scene. - Xianhao Zhao; Mingyang Wang; Chaoqun Xin; Longzhen Zhang; Huixin He (J. Real Time Image Process., 2025)