[HTML][HTML] Deep-learning computational holography: A review
Deep learning has been developing rapidly, and many holographic applications have been
investigated using deep learning. They have shown that deep learning can outperform …
investigated using deep learning. They have shown that deep learning can outperform …
End-to-end learning of 3d phase-only holograms for holographic display
Computer-generated holography (CGH) provides volumetric control of coherent wavefront
and is fundamental to applications such as volumetric 3D displays, lithography, neural …
and is fundamental to applications such as volumetric 3D displays, lithography, neural …
Time-multiplexed neural holography: a flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators
Holographic near-eye displays offer unprecedented capabilities for virtual and augmented
reality systems, including perceptually important focus cues. Although artificial intelligence …
reality systems, including perceptually important focus cues. Although artificial intelligence …
Deep learning-based incoherent holographic camera enabling acquisition of real-world holograms for holographic streaming system
While recent research has shown that holographic displays can represent photorealistic 3D
holograms in real time, the difficulty in acquiring high-quality real-world holograms has …
holograms in real time, the difficulty in acquiring high-quality real-world holograms has …
Multisource holography
Holographic displays promise several benefits including high quality 3D imagery, accurate
accommodation cues, and compact form-factors. However, holography relies on coherent …
accommodation cues, and compact form-factors. However, holography relies on coherent …
Diffraction model-driven neural network trained using hybrid domain loss for real-time and high-quality computer-generated holography
Learning-based computer-generated holography (CGH) has demonstrated great potential in
enabling real-time, high-quality holographic displays. However, most existing learning …
enabling real-time, high-quality holographic displays. However, most existing learning …
Realistic defocus blur for multiplane computer-generated holography
This paper introduces a new multiplane CGH computation method to reconstruct artifact-free
high-quality holograms with natural-looking defocus blur. Our method introduces a new …
high-quality holograms with natural-looking defocus blur. Our method introduces a new …
Metameric varifocal holograms
Computer-Generated Holography (CGH) offers the potential for genuine, high-quality three-
dimensional visuals. However, fulfilling this potential remains a practical challenge due to …
dimensional visuals. However, fulfilling this potential remains a practical challenge due to …
Holobeam: Paper-thin near-eye displays
An emerging alternative to conventional Augmented Reality (AR) glasses designs, Beaming
displays promise slim AR glasses free from challenging design trade-offs, including battery …
displays promise slim AR glasses free from challenging design trade-offs, including battery …
Unrolled primal-dual networks for lensless cameras
Conventional models for lensless imaging assume that each measurement results from
convolving a given scene with a single experimentally measured point-spread function …
convolving a given scene with a single experimentally measured point-spread function …