Cited By
View all- AlShaghroud SAlShuwaier AAlRakaf L(2023)Artificially Intelligent and Interactive 3D HologramHCI International 2023 Posters10.1007/978-3-031-36004-6_50(367-373)Online publication date: 9-Jul-2023
Computer Generated Hologram Optimization for Lens Aberration
Article No.: 51, Pages 1 - 2
Abstract
We propose a lens aberration correction method for holographic displays via a light wave propagation simulation and optimization algorithm. Aberration correction is an important technology to obtain noise-less hologram images in holographic displays. We optimized phase holograms with an automatic differentiation technique and Adam optimizer, and aberration corrected images were achieved. Given an aberrated lens with a focal length of 20mm, the optimized holographic image has a PSNR value of 32.
References
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Joseph W Goodman. 2005. Introduction to Fourier optics. Introduction to Fourier optics, 3rd ed., by JW Goodman. Englewood, CO: Roberts & Co. Publishers, 2005 1 (2005).
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Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980(2014).
[3]
Yifan Peng, Suyeon Choi, Nitish Padmanaban, and Gordon Wetzstein. 2020. Neural Holography with Camera-in-the-Loop Training. ACM Trans. Graph. 39, 6, Article 185 (nov 2020), 14 pages. https://doi.org/10.1145/3414685.3417802
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Yasuhiro Takaki and Naohiro Fujimoto. 2018. Flexible retinal image formation by holographic Maxwellian-view display. Opt. Express 26, 18 (Sep 2018), 22985–22999. https://doi.org/10.1364/OE.26.022985
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Kenta Yamamoto, Ippei Suzuki, Kosaku Namikawa, Kaisei Sato, and Yoichi Ochiai. 2021. Interactive Eye Aberration Correction for Holographic Near-Eye Display. In Augmented Humans Conference 2021 (Rovaniemi, Finland) (AHs’21). Association for Computing Machinery, New York, NY, USA, 204–214. https://doi.org/10.1145/3458709.3458955
Index Terms
- Computer Generated Hologram Optimization for Lens Aberration
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Association for Computing Machinery
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Published: 13 December 2022
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Cited By
View all- AlShaghroud SAlShuwaier AAlRakaf L(2023)Artificially Intelligent and Interactive 3D HologramHCI International 2023 Posters10.1007/978-3-031-36004-6_50(367-373)Online publication date: 9-Jul-2023
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