DeepCGH: 3D computer-generated holography using deep learning

M Hossein Eybposh, NW Caira, M Atisa… - Optics …, 2020 - opg.optica.org
The goal of computer-generated holography (CGH) is to synthesize custom illumination
patterns by modulating a coherent light beam. CGH algorithms typically rely on iterative …

Advances in computer-generated holography for targeted neuronal modulation

MH Eybposh, VR Curtis… - …, 2022 - spiedigitallibrary.org
Genetically encoded calcium indicators and optogenetics have revolutionized neuroscience
by enabling the detection and modulation of neural activity with single-cell precision using …

GAN‐Holo: Generative Adversarial Networks‐Based Generated Holography Using Deep Learning

A Khan, Z Zhijiang, Y Yu, MA Khan, K Yan, K Aziz - Complexity, 2021 - Wiley Online Library
Current development in a deep neural network (DNN) has given an opportunity to a novel
framework for the reconstruction of a holographic image and a phase recovery method with …

Three-dimensional deeply generated holography

R Horisaki, Y Nishizaki, K Kitaguchi, M Saito… - Applied optics, 2021 - opg.optica.org
In this paper, we present a noniterative method for 3D computer-generated holography
based on deep learning. A convolutional neural network is adapted for directly generating a …

Simultaneous Color Computer Generated Holography

E Markley, N Matsuda, F Schiffers, O Cossairt… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
Computer generated holography has long been touted as the future of augmented and
virtual reality (AR/VR) displays, but has yet to be realized in practice. Previous high-quality …

Correcting the proximity effect in nanophotonic phased arrays

X Sun, Y Zhang, PC Huang, N Acharjee… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Thermally modulated Nanophotonic Phased Arrays (NPAs) can be used as phase-only
holographic displays. Compared to the holographic displays based on Liquid Crystal on …

Continuous depth control of phase-only hologram with depth embedding block

WJ Ryu, JS Lee, YH Won - IEEE Photonics Journal, 2022 - ieeexplore.ieee.org
Digital holography is a promising candidate for advanced display, although several
obstacles remain, such as the problem of heavy time consumption in the generation of …

Real-time Acoustic Holography with Iterative Unsupervised Learning for Acoustic Robotic Manipulation

C Zhong, Z Sun, T Li, H Su, S Liu - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Phase-only acoustic holography is a fundamental and promising technique for contactless
robotic manipulation. Through independently controlling phase-only hologram (POH) of …

Teaching optics with LightFlow: an intuitive framework for light propagation simulations

MH Eybposh, C Cai, VR Curtis… - Education and Training in …, 2023 - opg.optica.org
We introduce LightFlow, an open-source software package for simulating light wave
propagation through custom optical components and systems. Built upon TensorFlow and …

Enhanced Two-Photon Absorption with Deep Learning-Based Computer Generated Holography

MH Eybposh, NW Caira, M Atisa… - Frontiers in …, 2020 - opg.optica.org
Enhanced Two-photon Absorption with Deep Learning-based Computer Generated Holography
Page 1 FTu2B.2.pdf Frontiers in Optics / Laser Science © OSA 2020 Enhanced Two-photon …