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Deep Convolutional Neural Network for Inverse Problems in Imaging

IEEE transactions on image processing, 2017-09, Vol.26 (9), p.4509-4522

2017

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CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction

IEEE transactions on medical imaging, 2018-06, Vol.37 (6), p.1440-1453

2018

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Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal

IEEE transactions on image processing, 2018-03, Vol.27 (3), p.1448-1461

2018

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Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting

IEEE transactions on image processing, 2015-11, Vol.24 (11), p.3498-3511

2015

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Reference-free single-pass EPI Nyquist ghost correction using annihilating filter-based low rank Hankel matrix (ALOHA)

Magnetic resonance in medicine, 2016-12, Vol.76 (6), p.1775-1789

2016

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A General Framework for Compressed Sensing and Parallel MRI Using Annihilating Filter Based Low-Rank Hankel Matrix

IEEE transactions on computational imaging, 2016-12, Vol.2 (4), p.480-495

2016

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Compressive Sampling Using Annihilating Filter-Based Low-Rank Interpolation

IEEE transactions on information theory, 2017-02, Vol.63 (2), p.777-801

2017

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Machine learning-based high-frequency neuronal spike reconstruction from low-frequency and low-sampling-rate recordings

Nature communications, 2024-01, Vol.15 (1), p.635-635, Article 635

2024

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Enhancement of Terahertz Pulse Emission by Optical Nanoantenna

ACS nano, 2012-03, Vol.6 (3), p.2026-2031

2012

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Deep 3D reconstruction of synchrotron X-ray computed tomography for intact lungs

Scientific reports, 2023-01, Vol.13 (1), p.1738-1738, Article 1738

2023

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Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy

IEEE transactions on image processing, 2018-10, Vol.27 (10), p.4771-4786

2018

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MRI artifact correction using sparse + low‐rank decomposition of annihilating filter‐based hankel matrix

Magnetic resonance in medicine, 2017-07, Vol.78 (1), p.327-340

2017

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Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.4004-4012

2024

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High-speed terahertz reflection three-dimensional imaging for nondestructive evaluation

Optics express, 2012-11, Vol.20 (23), p.25432-25440

2012

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Predicting cognitive decline with deep learning of brain metabolism and amyloid imaging

Behavioural brain research, 2018-05, Vol.344, p.103-109

2018

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Random impulse noise removal using sparse and low rank decomposition of annihilating filter-based Hankel matrix

2016 IEEE International Conference on Image Processing (ICIP), 2016, p.3877-3881

2016

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A novel k-space annihilating filter method for unification between compressed sensing and parallel MRI

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.327-330

2015

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Reference-free EPI Nyquist ghost correction using annihilating filter-based low rank hankel matrix for K-space interpolation

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1380-1383

2016

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Recent progresses of accelerated MRI using annihilating filter-based low-rank interpolation

2016 IEEE International Conference on Image Processing (ICIP), 2016, p.968-972

2016

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Fast and robust segmentation of the striatum using deep convolutional neural networks

Journal of neuroscience methods, 2016-12, Vol.274, p.146-153

2016

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Patch based low rank structured matrix completion for accelerated scanning microscopy

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.1236-1239

2015

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Local Texture Estimator for Implicit Representation Function

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.1919-1928

2022

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Deep Block Transform for Autoencoders

IEEE signal processing letters, 2021, Vol.28, p.1016-1019

Jin, Kyong Hwan

2021

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Comparative study of iterative reconstruction algorithms for missing cone problems in optical diffraction tomography

Optics express, 2015-06, Vol.23 (13), p.16933-16948

2015

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Time-Dependent Deep Image Prior for Dynamic MRI

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3337-3348

2021

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Deep Convolutional Neural Network for Inverse Problems in Imaging

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction

Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal

Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting

Reference-free single-pass EPI Nyquist ghost correction using annihilating filter-based low rank Hankel matrix (ALOHA)

A General Framework for Compressed Sensing and Parallel MRI Using Annihilating Filter Based Low-Rank Hankel Matrix

Compressive Sampling Using Annihilating Filter-Based Low-Rank Interpolation

Machine learning-based high-frequency neuronal spike reconstruction from low-frequency and low-sampling-rate recordings

Enhancement of Terahertz Pulse Emission by Optical Nanoantenna

Deep 3D reconstruction of synchrotron X-ray computed tomography for intact lungs

Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy

MRI artifact correction using sparse + low‐rank decomposition of annihilating filter‐based hankel matrix

Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition

High-speed terahertz reflection three-dimensional imaging for nondestructive evaluation

Predicting cognitive decline with deep learning of brain metabolism and amyloid imaging

Random impulse noise removal using sparse and low rank decomposition of annihilating filter-based Hankel matrix

A novel k-space annihilating filter method for unification between compressed sensing and parallel MRI

Reference-free EPI Nyquist ghost correction using annihilating filter-based low rank hankel matrix for K-space interpolation

Recent progresses of accelerated MRI using annihilating filter-based low-rank interpolation

Fast and robust segmentation of the striatum using deep convolutional neural networks

Patch based low rank structured matrix completion for accelerated scanning microscopy

Local Texture Estimator for Implicit Representation Function

Deep Block Transform for Autoencoders

Comparative study of iterative reconstruction algorithms for missing cone problems in optical diffraction tomography

Time-Dependent Deep Image Prior for Dynamic MRI

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