List of works - Yair Rivenson

3D imaging of optically cleared tissue using a simplified CLARITY method and on-chip microscopy

scientific article

3D on-chip microscopy of optically cleared tissue

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples

scholarly article by Zoltán Gӧrӧcs et al published 2018 in Light: Science & Applications

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

scholarly article by Yibo Zhang et al published 23 October 2018 in Journal of Biophotonics

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

scholarly article by Yibo Zhang et al published 19 November 2018 in Journal of Biophotonics

All-optical machine learning using diffractive deep neural networks

scientific article published in Science

Automated screening of sickle cells using a smartphone-based microscope and deep learning

scientific article published on 22 May 2020

Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram

scientific article published in 2019

Compact imaging system for quantitative fluorescence sensing through autofluorescent, scattering and absorbing media (Conference Presentation)

Compressive Fresnel Holography

article published in 2010

Compressive Fresnel holography approach for high-resolution viewpoint inference

scientific article published on December 2015

Compressive hyperspectral imaging by random separable projections in both the spatial and the spectral domains

scientific article published on 01 April 2013

Compressive multiple view projection incoherent holography.

scientific article

Computational out-of-focus imaging increases the space–bandwidth product in lens-based coherent microscopy

article published in 2016

Conditions for practicing compressive Fresnel holography

scientific article published on 01 September 2011

Deep Learning Enhanced Mobile-Phone Microscopy

scholarly article by Yair Rivenson et al published 15 March 2018 in ACS Photonics

Deep Learning Enhances Mobile Microscopy

scholarly article published 2018

Deep Learning Microscopy: Enhancing Resolution, Field-of-View and Depth-of-Field of Optical Microscopy Images Using Neural Networks

scholarly article published 2018

Deep Neural Network-Based Phase-Recovery and Auto-Focusing Extend the Depth-of-Field in Digital Holography

Deep learning achieves super-resolution in fluorescence microscopy

scholarly article published 27 April 2018

Deep learning enables cross-modality super-resolution in fluorescence microscopy

scientific article published on 17 December 2018

Deep learning in holography and coherent imaging

scientific article published on 11 September 2019

Deep learning microscopy

scholarly article by Yair Rivenson et al published 20 November 2017 in Optica

Deep learning-based color holographic microscopy

scientific article published on 01 August 2019

Deep learning-based super-resolution in coherent imaging systems

scientific article published on 8 March 2019

Design of task-specific optical systems using broadband diffractive neural networks

scientific article published on 02 December 2019

Digital resampling diversity sparsity constrained-wavefield reconstruction using single-magnitude image

scientific article published on April 2015

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue

scientific article published on 06 May 2020

Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning

scientific article published on 10 July 2020

Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery

scholarly article by Yichen Wu et al published 29 May 2018 in Optica

Holographic 3D Microscopy of Optically Cleared Tissue

Improved depth resolution by single-exposure in-line compressive holography.

scientific article published on January 2013

Label-Free Bioaerosol Sensing Using Mobile Microscopy and Deep Learning

scholarly article by Yichen Wu et al published 4 October 2018 in ACS Photonics

Mobile Microscope for Quantitative Fluorescence Sensing Through Highly Autofluorescent and Scattering Media

Non-Iterative Holographic Image Reconstruction and Phase Retrieval Using a Deep Convolutional Neural Network

scholarly article published 2018

Overview of compressive sensing techniques applied in holography [Invited] ⬇️

scientific article published on January 1, 2013

Pathological crystal imaging with single-shot computational polarized light microscopy

scientific article published on 09 October 2019

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

scientific article published on 23 February 2018

Phase retrieval deblurring for imaging of dense object within a low scattering soft biological tissue

scientific article published in September 2016

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

scientific article published on 06 February 2019

Pixel Super-Resolution in Coherent Microscopy Systems Through Out-of-Focus Imaging

Quantitative Fluorescence Sensing Through Highly Autofluorescent, Scattering, and Absorbing Media Using Mobile Microscopy.

scientific article

Quantization error and dynamic range considerations for compressive imaging systems design

scientific article published on 01 June 2013

Reconstruction guarantees for compressive tomographic holography.

scientific article published on July 2013

Recovery of partially occluded objects by applying compressive Fresnel holography

scientific article published on 01 May 2012

Resolution enhancement in scanning electron microscopy using deep learning

scientific article published on 19 August 2019

Roadmap on optical security

article published in 2016

Single channel in-line multimodal digital holography.

scientific article published on November 2013

Single exposure super-resolution compressive imaging by double phase encoding

scientific article published on 01 July 2010

Sparse synthetic aperture with Fresnel elements (S-SAFE) using digital incoherent holograms.

scientific article

Sparsity-based On-chip Holographic Microscopy

Sparsity-based multi-height phase recovery in holographic microscopy

scientific article

Speckle denoising in digital holography by nonlocal means filtering.

scientific article published on January 2013

Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

scientific article published on 04 November 2019

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

scientific article published on 04 March 2019

List of works by Yair Rivenson

3D imaging of optically cleared tissue using a simplified CLARITY method and on-chip microscopy

3D on-chip microscopy of optically cleared tissue

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains

All-optical machine learning using diffractive deep neural networks

Automated screening of sickle cells using a smartphone-based microscope and deep learning

Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram

Compact imaging system for quantitative fluorescence sensing through autofluorescent, scattering and absorbing media (Conference Presentation)

Compressive Fresnel Holography

Compressive Fresnel holography approach for high-resolution viewpoint inference

Compressive hyperspectral imaging by random separable projections in both the spatial and the spectral domains

Compressive multiple view projection incoherent holography.

Computational out-of-focus imaging increases the space–bandwidth product in lens-based coherent microscopy

Conditions for practicing compressive Fresnel holography

Deep Learning Enhanced Mobile-Phone Microscopy

Deep Learning Enhances Mobile Microscopy

Deep Learning Microscopy: Enhancing Resolution, Field-of-View and Depth-of-Field of Optical Microscopy Images Using Neural Networks

Deep Neural Network-Based Phase-Recovery and Auto-Focusing Extend the Depth-of-Field in Digital Holography

Deep learning achieves super-resolution in fluorescence microscopy

Deep learning enables cross-modality super-resolution in fluorescence microscopy

Deep learning in holography and coherent imaging

Deep learning microscopy

Deep learning-based color holographic microscopy

Deep learning-based super-resolution in coherent imaging systems

Design of task-specific optical systems using broadband diffractive neural networks

Digital resampling diversity sparsity constrained-wavefield reconstruction using single-magnitude image

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue

Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning

Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery

Holographic 3D Microscopy of Optically Cleared Tissue

Improved depth resolution by single-exposure in-line compressive holography.

Label-Free Bioaerosol Sensing Using Mobile Microscopy and Deep Learning

Mobile Microscope for Quantitative Fluorescence Sensing Through Highly Autofluorescent and Scattering Media

Non-Iterative Holographic Image Reconstruction and Phase Retrieval Using a Deep Convolutional Neural Network

Overview of compressive sensing techniques applied in holography [Invited] ⬇️

Pathological crystal imaging with single-shot computational polarized light microscopy

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

Phase retrieval deblurring for imaging of dense object within a low scattering soft biological tissue

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

Pixel Super-Resolution in Coherent Microscopy Systems Through Out-of-Focus Imaging

Quantitative Fluorescence Sensing Through Highly Autofluorescent, Scattering, and Absorbing Media Using Mobile Microscopy.

Quantization error and dynamic range considerations for compressive imaging systems design

Reconstruction guarantees for compressive tomographic holography.

Recovery of partially occluded objects by applying compressive Fresnel holography

Resolution enhancement in scanning electron microscopy using deep learning

Roadmap on optical security

Single channel in-line multimodal digital holography.

Single exposure super-resolution compressive imaging by double phase encoding

Sparse synthetic aperture with Fresnel elements (S-SAFE) using digital incoherent holograms.

Sparsity-based On-chip Holographic Microscopy

Sparsity-based multi-height phase recovery in holographic microscopy

Speckle denoising in digital holography by nonlocal means filtering.

Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning