Shuhui Zhu

DDRNet-SDR: A Spatial-Frequency Refinement Network for Real-Time Semantic Segmentation

Real-time semantic segmentation aims to balance accuracy and inference effi-ciency, which remains a key challenge in computer vision. Although dual-resolution networks such as DDRNet achieve competitive performance, they are still limited by insufficient multi-scale context modeling, loss of high-frequency details caus...