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Extended depth-of-field in holographic image reconstruction using deep
  learning based auto-focusing and phase-recovery

Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery

21 March 2018
Yichen Wu
Y. Rivenson
Yibo Zhang
Zhensong Wei
H. Gunaydin
Xing Lin
Aydogan Ozcan
ArXiv (abs)PDFHTML

Papers citing "Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery"

18 / 18 papers shown
Virtual impactor-based label-free bio-aerosol detection using holography
  and deep learning
Virtual impactor-based label-free bio-aerosol detection using holography and deep learningACS Sensors (ACS Sensors), 2022
Yilin Luo
Yijie Zhang
Tairan Liu
Alan Yu
Yichen Wu
Aydogan Ozcan
103
12
0
30 Aug 2022
Recurrent neural network-based volumetric fluorescence microscopy
Recurrent neural network-based volumetric fluorescence microscopyLight: Science & Applications (Light Sci Appl), 2020
Luzhe Huang
Yilin Luo
Y. Rivenson
Aydogan Ozcan
MedIm3DV
248
37
0
21 Oct 2020
Review: Deep Learning in Electron Microscopy
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
1.1K
95
0
17 Sep 2020
Ensemble learning of diffractive optical networks
Ensemble learning of diffractive optical networksLight: Science & Applications (Light Sci Appl), 2020
Md. Sadman Sakib Rahman
Jingxi Li
Deniz Mengu
Y. Rivenson
Aydogan Ozcan
259
130
0
15 Sep 2020
Deep learning-based holographic polarization microscopy
Deep learning-based holographic polarization microscopy
Tairan Liu
Kevin de Haan
Bijie Bai
Y. Rivenson
Yilin Luo
...
David Karalli
Hongxiang Fu
Yibo Zhang
John Fitzgerald
Aydogan Ozcan
MedIm
169
51
0
01 Jul 2020
Misalignment Resilient Diffractive Optical Networks
Misalignment Resilient Diffractive Optical Networks
Deniz Mengu
Yifan Zhao
N. Yardimci
Y. Rivenson
Mona Jarrahi
Aydogan Ozcan
273
127
0
23 May 2020
Small-brain neural networks rapidly solve inverse problems with vortex
  Fourier encoders
Small-brain neural networks rapidly solve inverse problems with vortex Fourier encoders
Baurzhan Muminov
L. Vuong
160
3
0
15 May 2020
On the interplay between physical and content priors in deep learning
  for computational imaging
On the interplay between physical and content priors in deep learning for computational imagingOptics Express (OE), 2020
Mo Deng
Shuai Li
Iksung Kang
N. Fang
George Barbastathis
254
32
0
14 Apr 2020
Single-shot autofocusing of microscopy images using deep learning
Single-shot autofocusing of microscopy images using deep learning
Yilin Luo
Luzhe Huang
Y. Rivenson
Aydogan Ozcan
221
76
0
21 Mar 2020
PgNN: Physics-guided Neural Network for Fourier Ptychographic Microscopy
PgNN: Physics-guided Neural Network for Fourier Ptychographic Microscopy
Yongbing Zhang
Yangzhe Liu
Xiu Li
Shaowei Jiang
Krishna Dixit
Xinfeng Zhang
Xiangyang Ji
165
14
0
19 Sep 2019
Learning to Synthesize: Robust Phase Retrieval at Low Photon counts
Learning to Synthesize: Robust Phase Retrieval at Low Photon countsLight: Science & Applications (LSA), 2019
Mo Deng
Shuai Li
A. Goy
Iksung Kang
George Barbastathis
367
74
0
26 Jul 2019
Three-dimensional virtual refocusing of fluorescence microscopy images
  using deep learning
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learningNature Methods (Nat. Methods), 2019
Yichen Wu
Y. Rivenson
Hongda Wang
Yilin Luo
Eyal Ben-David
L. Bentolila
C. Pritz
Aydogan Ozcan
MedIm
265
206
0
31 Jan 2019
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution
  Neural Network
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution Neural Network
Bowen Lin
S. Fu
Caiming Zhang
Fengling Wang
Yuliang Li
322
62
0
02 Jan 2019
Cross-modality deep learning brings bright-field microscopy contrast to
  holography
Cross-modality deep learning brings bright-field microscopy contrast to holographyLight: Science & Applications (Light Sci Appl), 2018
Yichen Wu
Yilin Luo
Gunvant R. Chaudhari
Y. Rivenson
Ayfer Calis
Kevin de Haan
Aydogan Ozcan
201
128
0
17 Nov 2018
Deep learning-based super-resolution in coherent imaging systems
Deep learning-based super-resolution in coherent imaging systems
Tairan Liu
Kevin de Haan
Y. Rivenson
Zhensong Wei
Xin Zeng
Yibo Zhang
Aydogan Ozcan
SupR
161
131
0
15 Oct 2018
PhaseStain: Digital staining of label-free quantitative phase microscopy
  images using deep learning
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learningLight: Science & Applications (Light Sci Appl), 2018
Y. Rivenson
Tairan Liu
Zhensong Wei
Yibo Zhang
Aydogan Ozcan
174
374
0
20 Jul 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review
Quantitative Phase Imaging and Artificial Intelligence: A Review
YoungJu Jo
Hyungjoon Cho
Sang Yun Lee
Gunho Choi
Geon Kim
Hyun-Seok Min
Yongkeun Park
321
163
0
06 Jun 2018
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and
  Image Reconstruction
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction
Y. Rivenson
Aydogan Ozcan
MedIm
97
12
0
23 May 2018
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