Deep neural network for multi-depth hologram generation and its training strategy

Hologram conversion for speckle free reconstruction using light field extraction and deep learning

(2020) Dae-Youl Park et al.   OPTICS EXPRESS

Wide-angle speckleless DMD holographic display using structured illumination with temporal multiplexing

(2020) Byounghyo Lee et al.   OPTICS LETTERS

Focus prediction in digital holographic microscopy using deep convolutional neural networks

(2019) Tomi Pitkäaho et al.   APPLIED OPTICS

Fast calculation method with foveated rendering for computer-generated holograms using an angle-changeable ray-tracing method

(2019) Lingjie Wei et al.   APPLIED OPTICS

On the use of deep learning for computational imaging

(2019) George Barbastathis et al.   Optica

Foveated computer-generated hologram and its progressive update using triangular mesh scene model for near-eye displays

(2019) Yeon-Gyeong Ju et al.   OPTICS EXPRESS

Holographically customized optical combiner for eye-box extended near-eye display

(2019) Jinsoo Jeong et al.   OPTICS EXPRESS

Deep-learning-generated holography

(2018) Ryoichi Horisaki et al.   APPLIED OPTICS

Deep learning massively accelerates super-resolution localization microscopy

(2018) Wei Ouyang et al.   NATURE BIOTECHNOLOGY

Accelerated computer generated holography using sparse bases in the STFT domain

(2018) David Blinder et al.   OPTICS EXPRESS

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

Learning-based nonparametric autofocusing for digital holography

(2018) Zhenbo Ren et al.   Optica

DeepFocus

(2018) Lei Xiao et al.   ACM TRANSACTIONS ON GRAPHICS

An accelerated hologram calculation using the wavefront recording plane method and wavelet transform

(2017) Daisuke Arai et al.   OPTICS COMMUNICATIONS

Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection

(2017) Thanh Nguyen et al.   OPTICS EXPRESS

Phase recovery and holographic image reconstruction using deep learning in neural networks

(2017) Yair Rivenson et al.   Light-Science & Applications

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fast Computer-Generated Hologram Generation Method for Three-Dimensional Point Cloud Model

(2016) Ping Su et al.   Journal of Display Technology

Computer-generated holograms by multiple wavefront recording plane method with occlusion culling

(2015) Athanasia Symeonidou et al.   OPTICS EXPRESS

Anamorphic optical transformation of an amplitude spatial light modulator to a complex spatial light modulator with square pixels [Invited]

(2014) Hwi Kim et al.   APPLIED OPTICS

Silhouette method for hidden surface removal in computer holography and its acceleration using the switch-back technique

(2014) Kyoji Matsushima et al.   OPTICS EXPRESS

Band-limited double-step Fresnel diffraction and its application to computer-generated holograms

(2013) Naohisa Okada et al.   OPTICS EXPRESS

Fast polygon-based method for calculating computer-generated holograms in three-dimensional display

(2012) Yijie Pan et al.   APPLIED OPTICS

Band-limited angular spectrum method for numerical simulation of free-space propagation in far and near fields

(2009) Kyoji Matsushima et al.   OPTICS EXPRESS

Simple and fast calculation algorithm for computer-generated hologram with wavefront recording plane

(2009) Tomoyoshi Shimobaba et al.   OPTICS LETTERS