NeuralRoom: Geometry-Constrained Neural Implicit Surfaces for Indoor Scene Reconstruction

Yusen Wang¹, Zongcheng Li¹, Yu Jiang¹, Kaixuan Zhou³, Tuo Cao¹, Yanping Fu², Chunxia Xiao¹

¹School of Computer Science, Wuhan University ²School of Computer Science and Technology, Anhui University ³Riemann Lab, Huawei

Paper arXiv ----- Code ----

Real-world scenes reconstructed by NeuralRoom-COLMAP.

Zoom in by scrolling. You can select “Matcap” (pressing I key) to inspect the geometry without textures.

Reconstruction showcase

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BibTeX

@article{wang2022neuralroom,
  title={NeuralRoom: Geometry-Constrained Neural Implicit Surfaces for Indoor Scene Reconstruction},
  author={Wang, Yusen and Li, Zongcheng and Jiang, Yu and Zhou, Kaixuan and Cao, Tuo and Fu, Yanping and Xiao, Chunxia},
  journal={ACM Transactions on Graphics (TOG)},
  volume={41},
  number={6},
  pages={1--15},
  year={2022},
  publisher={ACM New York, NY, USA}
}