MagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency
Xingbo Yao, Xuanmin Wang, Hao Wu, Chengliang Ping, Doudou Zhang, Hui Xiong
Abstract
MAGIC CITY (a) Multiview images with city-level consistency (c) Diverse style (b) 3D Reconstruction (e) Broad application scenarios (d) Consistent Geometry Figure 1. Overview of MagicCity. Given satellite input, MagicCity generates (a) multi-view images with city-level consistency. (b) These images are then fed into a robust reconstruction pipeline to generate a 3D city. Our approach achieves (c) diverse style generation while maintaining (d) geometric consistency across views. (e) The proposed method has broad application scenarios, including 3D modeling assets for games, urban simulation, and more.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 45eeac40-762d-4324-a754-686a7e930850Builds on20
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
- 3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 5,687 citations
- Video Diffusion ModelsJonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan et al.NeurIPS 2022 · 2,948 citations
- Efficient Geometry-aware 3D Generative Adversarial NetworksEric R. Chan, Connor Z. Lin, Matthew A. Chan, Koki Nagano et al.CVPR 2022 · 984 citations
Related papers
- Geometry-Aware Satellite-to-Ground Image Synthesis for Urban AreasXiaohu Lu, Zuoyue Li, Zhaopeng Cui, Martin R. Oswald et al.CVPR 2020
- Sat2City: 3D City Generation from a Single Satellite Image with Cascaded Latent DiffusionTongyan Hua, Lutao Jiang, Ying-Cong Chen, Wufan ZhaoICCV 2025 · 5 citations
- CitySculpt: 3D City Generation from Satellite Imagery with UV DiffusionXingbo Yao, Xuanmin Wang, Hui XiongACM MM 2025
- Real3D: Towards Scaling Large Reconstruction Models with Real ImagesHanwen Jiang, Qixing Huang, Georgios PavlakosICCV 2025 · 3 citations
- SatDreamer360: Multiview-Consistent Generation of Ground-Level Scenes from Satellite ImageryXianghui Ze, Beiyi Zhu, Zhenbo Song, Jianfeng Lu et al.ICLR 2026 · 1 citation
