Xiu-Ying Ma

Cross-attention multimodal transformer: adaptive segmentation of urban functional areas by fusing street view and satellite imagery

A cross-attention multimodal Transformer is proposed that integrates street-view cues, such as building facades and business types, with satellite features, including roof shape, block texture and road structure to address the deficiency of single-source imagery.