Xiu-Ying Ma

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

Urban functional area division helps to improve urban planning, new-area construction and public service distribution. To address the deficiency of single-source imagery, this paper proposes a cross-attention multimodal Transformer that integrates street-view cues, such as building facades and business types, with sate...