Unified Mathematical Model for Multilayer-Multiframe Compressive Light Field Displays Using LCDs

We propose a unified mathematical model for multilayer-multiframe compressive light field displays that supports both attenuation-based and polarization-based architectures. We show that the light field decomposition of such a display can be cast as a bound constrained nonlinear matrix optimization...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 25(2019), 3 vom: 20. März, Seite 1603-1614
1. Verfasser: Zhang, Jiahui (VerfasserIn)
Weitere Verfasser: Fan, Zhencheng, Sun, Dawei, Liao, Hongen
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article
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520 |a We propose a unified mathematical model for multilayer-multiframe compressive light field displays that supports both attenuation-based and polarization-based architectures. We show that the light field decomposition of such a display can be cast as a bound constrained nonlinear matrix optimization problem. Efficient light field decomposition algorithms are developed using the limited-memory BFGS (L-BFGS) method for automultiscopic displays with high resolution and high image fidelity. In addition, this framework is the first to support multilayer polarization-based compressive light field displays with time multiplexing. This new architecture significantly reduces artifacts compared with attenuation-based multilayer-multiframe displays; thus, it can allow the requirements regarding the number of layers or the refresh rate to be relaxed. We verify the proposed methods by constructing two 3-layer prototypes using high-speed LCDs, one based on the attenuation architecture and one based on the polarization architecture. Moreover, an efficient CUDA-based program is implemented. Our displays can produce images with higher spatial resolution with thinner form factors compared with traditional automultiscopic displays in both simulations and experiments 
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700 1 |a Fan, Zhencheng  |e verfasserin  |4 aut 
700 1 |a Sun, Dawei  |e verfasserin  |4 aut 
700 1 |a Liao, Hongen  |e verfasserin  |4 aut 
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