Remote-Sensing City Layout Extraction with MLLM

Zigan Zhou, Kai Li, Yupeng Deng

Remote-sensing systems usually describe urban content with detection boxes, semantic masks, or vector boundaries. Such outputs locate classes and support image-plane scoring, yet t…