SceneDreamer Model Card

SceneDreamer learns to generate unbounded 3D scenes from in-the-wild 2D image collections.

Our method can synthesize diverse landscapes across different styles, with 3D consistency, well-defined depth, and free camera trajectory.

Model Details

Model Sources

• Repository: https://github.com/FrozenBurning/SceneDreamer
• Paper: https://arxiv.org/abs/2302.01330
• Demo: https://huggingface.co/spaces/FrozenBurning/SceneDreamer

Citation

BibTeX:

@ARTICLE {chen2023sd,
author = {Z. Chen and G. Wang and Z. Liu},
journal = {IEEE Transactions on Pattern Analysis & Machine Intelligence},
title = {SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections},
year = {2023},
volume = {45},
number = {12},
issn = {1939-3539},
pages = {15562-15576},
keywords = {three-dimensional displays;solid modeling;semantics;cameras;training;rendering (computer graphics);geometry},
doi = {10.1109/TPAMI.2023.3321857},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {dec}
}

Model Card Contact

Zhaoxi Chen: zhaoxi001@ntu.edu.sg