首页|Advancing computer-generated holographic display thanks to diffraction model-driven deep nets
Advancing computer-generated holographic display thanks to diffraction model-driven deep nets
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Advancements are reported in computer-generated holography proofing RGB 4K display through a new strategy based on diffraction model-driven deep networks. In the new 4K-DMDNet, the network is not a "black box" anymore. Rather, the input-output relation must obey to the physics of wavefront propagation, which is embedded here as a constraint. Thus, a labelled dataset is not required, and the model shows superior generalization capabilities with respect to data-driven approaches. The method is promising for the new generation of RGB 4K holographic display, as well as augmented and virtual reality systems.
Vittorio Bianco、Pietro Ferraro
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CNR-ISASI Institute of Applied Sciences&Intelligent Systems Viale Campi Flegrei,34 80078 Pozzuoli(Na),Italy
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