Diorama

Diorama: Unleashing Zero-shot Single-view 3D Scene Modeling

Qirui Wu, Denys Iliash, Daniel Ritchie, Manolis Savva, Angel X. Chang

Preprint

Website | arXiv

Update: A new verison of the paper is available on arXiv, including more experiment results. We will release the code soon. Stay tuned ~

TL;DR: Our work is driven by the question "Is holistic 3D scene modeling from a single-view real-world image possible using foundation models?" To answer it, we present Diorama: a modular zero-shot open-world system that models synthetic holistic 3D scenes given an image and requires no end-to-end training.

Bibtex

@article{wu2024diorama,
  title={Diorama: Unleashing Zero-shot Single-view 3D Scene Modeling},
  author={Wu, Qirui and Iliash, Denys and Ritchie, Daniel and Savva, Manolis and Chang, Angel X},
  journal={arXiv preprint arXiv:2411.19492},
  year={2024}
}