Victor Chu, Oscar Purey-Ciutad, Ethan Tseng, Florian Schiffers, Grace Kuo, Nathan Matsuda, Albert Redo-Sanchez, Douglas Lanman, Oliver Cossairt, Felix Heide
We introduces a novel method for generating artifact-resilient phase holograms in real-time. This code implements the following:
- A model for simulating pre and post-pupil obstructions (a common source of holographic artifacts).
- A differentiable metric to quantify holographic artifact resilience.
- Training and inference of a real-time neural network to create pseudo-random phase holograms that are inherently artifact-resilient.
- [11/2025] Full Code Release
@article{Chu2025RealTime,
author = {Chu, Victor and Pueyo-Ciutad, Oscar and Tseng, Ethan and Schiffers, Florian and Kuo, Grace and Matsuda, Nathan and Redo-Sanchez, Albert and Lanman Douglas and Cossairt, Oliver and Heide, Felix},
title = {Artifact-Resilient Real-Time Holography},
year = {2025},
issue_date = {December 2025},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {44},
number = {6},
issn = {0730-0301},
url = {https://doi.org/10.1145/3763361},
doi = {10.1145/3763361},
journal = {ACM Trans. Graph.},
month = dec,
articleno = {219},
numpages = {13}
}
Our code is licensed under BSL-1. By downloading the software, you agree to the terms of this License.