Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion

arXiv:2401.10786v2 Announce Type: replace
Abstract: Directly generating scenes from satellite imagery offers exciting possibilities for integration into applications like games and map services. However, challenges arise from significant view changes and scene scale. Previous efforts mainly focused on image or video generation, lacking exploration into the adaptability of scene generation for arbitrary views. Existing 3D generation works either operate at the object level or are difficult to utilize the geometry obtained from satellite imagery. To overcome these limitations, we propose …

abstract adaptability applications arxiv challenges cs.cv diffusion exploration games however image images integration map satellite satellite images scale services type urban video video generation view