Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction

Tao Chen, Yiran Liu, Haoyu Jiang +1

Accurately segmenting roads is challenging due to substantial intra-class variations, indistinct inter-class distinctions, and occlusions caused by shadows, trees, and buildings. T…