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Flexible modeling of next-generation displays using a differentiable toolkit

Akşit, Kaan; Kavaklı, Koray; (2023) Flexible modeling of next-generation displays using a differentiable toolkit. In: Blanche, Pierre-Alexandre J and Lee, Seung-Hyun, (eds.) Proceedings of SPIE - The International Society for Optical Engineering. SPIE: San Francisco, California, United States. Green open access

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Abstract

We introduce an open-source toolkit for simulating optics and visual perception. The toolkit offers differentiable functions that ease the optimization process in design. In addition, this toolkit supports applications spanning from calculating holograms for holographic displays to foveation in computer graphics. We believe this toolkit offers a gateway to remove overheads in scientific research related to next-generation displays.

Type: Proceedings paper
Title: Flexible modeling of next-generation displays using a differentiable toolkit
Event: Practical Holography XXXVII: Displays, Materials, and Applications
Dates: 28 Jan 2023 - 3 Feb 2023
ISBN-13: 9781510659957
Open access status: An open access version is available from UCL Discovery
DOI: 10.1117/12.2649243
Publisher version: https://doi.org/10.1117/12.2649243
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions
Keywords: Visualization, Computer generated holography, Holograms, Holographic displays, Visual optics, Modeling, Computer aided design, Reconstruction algorithms, Visual process modeling, Visual system
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/10171828
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