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Real-valued layer-based hologram calculation

Daiki Yasuki, Tomoyoshi Shimobaba, Michal Makowski, Jaroslaw Suszek, Maciej Sypek, Takashi Kakue, Tomoyoshi Ito

2022Optics Express13 citationsDOIOpen Access PDF

Abstract

Layer-based hologram calculations generate holograms from RGB and depth images by repeating diffraction calculations using complex Fourier transforms (FTs). Holograms generated as such are suitable for near-eye display and can be easily reconstructed with good image quality, but they are computationally expensive because of multiple complex-valued operations, including complex FTs. In this study, we propose an acceleration method for layer-based hologram calculations by reducing time-consuming complex-valued operations using the real-valued FT and Hartley transform as real linear transformations. Real linear transformations transform real input data to real output data; thus, the proposed method generates amplitude holograms. Thus, we also propose a technique to convert holograms generated by real linear transformations into phase-only holograms using the half-zone plate process and digitalized single-sideband method while maintaining the calculation acceleration. The proposed method can speed up hologram calculations by a factor of around three while maintaining the same image quality as the conventional method.

Topics & Concepts

HolographyOpticsFourier transformComputer scienceHolographic displayComputer-generated holographyFast Fourier transformDiffractionFresnel diffractionRGB color modelProcess (computing)AccelerationImage qualitySpatial frequencyImage processingDiffraction efficiencyPhase (matter)Iterative reconstructionDigital holographyComputer visionImage (mathematics)Artificial intelligenceComputer graphics (images)Quality (philosophy)AlgorithmPhysicsTransformation (genetics)Fourier opticsAmplitudeSignal processingAdvanced Optical Imaging TechnologiesDigital Holography and MicroscopyPhotorefractive and Nonlinear Optics
Real-valued layer-based hologram calculation | Litcius