Gradient descent based algorithm of generating phase-only holograms of 3D images
Shujian Liu, Yasuhiro Takaki
Abstract
Fraunhofer diffraction based computer generated holograms (CGH) adopts a Fourier transform lens that reconstructs the image on the Fourier plane. Fresnel diffraction based CGH directly reconstruct the image on the near field, however, the reconstructed image is much farther, which brings difficulty of application. In this paper, a Fresnel transform with the utilization of a Fourier transform lens and a gradient descent based algorithm is proposed to generate holograms of 3D images.
Topics & Concepts
HolographyFresnel diffractionOpticsFourier transformDiffractionHolographic displayComputer scienceFourier opticsLens (geology)Fresnel lensFresnel numberFast Fourier transformGradient descentPhysicsArtificial intelligenceAlgorithmArtificial neural networkQuantum mechanicsAdvanced Optical Imaging TechnologiesDigital Holography and MicroscopyPhotorefractive and Nonlinear Optics