Unrolled Network for Light Field Display

Inspired by the framework of algorithm unrolling, we propose a scalable network architecture that computes layer patterns for light field displays, enabling control of the trade-off between the display quality and the computational cost on a single pre-trained network.

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Bibliographic Details
Published inIEICE Transactions on Information and Systems Vol. E105.D; no. 10; pp. 1721 - 1725
Main Authors MATSUURA, Kotaro, TSUTAKE, Chihiro, TAKAHASHI, Keita, FUJII, Toshiaki
Format Journal Article
LanguageEnglish
Published Tokyo The Institute of Electronics, Information and Communication Engineers 01.10.2022
Japan Science and Technology Agency
Subjects
3D display
algorithm unrolling
Algorithms
Computer architecture
light field
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Summary:Inspired by the framework of algorithm unrolling, we propose a scalable network architecture that computes layer patterns for light field displays, enabling control of the trade-off between the display quality and the computational cost on a single pre-trained network.
ISSN:0916-8532
1745-1361
DOI:10.1587/transinf.2022PCL0002