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Deep Neural Networks Motivated by Partial Differential Equations

Journal of mathematical imaging and vision, 2020-04, Vol.62 (3), p.352-364

2020

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Fractional Calculus in Image Processing: A Review

Fractional calculus & applied analysis, 2016-10, Vol.19 (5), p.1222-1249

2016

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Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing

Elad, Michael

1, 2010

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Rapid Hyperspectral Photothermal Mid-Infrared Spectroscopic Imaging from Sparse Data for Gynecologic Cancer Tissue Subtyping

Analytical chemistry (Washington), 2024-10, Vol.96 (40), p.15880-15887

2024

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Boosting Resolution and Recovering Texture of 2D and 3D Micro‐CT Images with Deep Learning

Water resources research, 2020-01, Vol.56 (1), p.n/a

2020

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Multimodal Image Fusion Offers Better Spatial Resolution for Mass Spectrometry Imaging

Analytical chemistry (Washington), 2023-06, Vol.95 (25), p.9714-9721

2023

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Free Space Optical Communication

1st ed. 2017., 2017

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HIGH-RESOLUTION LINEAR POLARIMETRIC IMAGING FOR THE EVENT HORIZON TELESCOPE

The Astrophysical journal, 2016-09, Vol.829 (1), p.11

2016

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Model-driven terahertz image reconstruction method for debonding defects in thermal barrier coatings

Applied optics (2004), 2023-12, Vol.62 (35), p.9343

2023

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Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm

Journal of chemometrics, 2024-09, Vol.38 (9), p.n/a

2024

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Improved Quantum Image Median Filtering in the Spatial Domain

International journal of theoretical physics, 2019-07, Vol.58 (7), p.2115-2133

2019

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Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement

International journal of imaging systems and technology, 2022-01, Vol.32 (1), p.144-154

2022

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On instabilities of deep learning in image reconstruction and the potential costs of AI

Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (48), p.30088-30095

2020

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On Biases in Displacement Estimation for Image Registration, with a Focus on Photomechanics

Journal of mathematical imaging and vision, 2021-09, Vol.63 (7), p.777-806

2021

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Three-dimensional virtual histology of human cerebellum by X-ray phase-contrast tomography

Proceedings of the National Academy of Sciences - PNAS, 2018-07, Vol.115 (27), p.6940-6945

2018

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AI-enabled high-resolution scanning coherent diffraction imaging

Applied physics letters, 2020-07, Vol.117 (4)

2020

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High‐resolution structure determination using high‐throughput electron cryo‐tomography

Acta crystallographica. Section D, Biological crystallography., 2022-07, Vol.78 (7), p.817-824

2022

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Multiscale decomposition and fusion‐based color contrast restoration for various water‐colored environments

Color research and application, 2022-04, Vol.47 (2), p.301-328

2022

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A mixed-scale dense convolutional neural network for image analysis

Proceedings of the National Academy of Sciences - PNAS, 2018-01, Vol.115 (2), p.254-259

2018

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Color Image Analysis by Quaternion-Type Moments

Journal of mathematical imaging and vision, 2015-01, Vol.51 (1), p.124-144

2015

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Multi-focus image fusion with enhancement filtering for robust vascular quantification using photoacoustic microscopy

Optics letters, 2022-08, Vol.47 (15), p.3732-3735

2022

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Variational Methods in Image Processing

1st, 2016

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Information Entropy Analysis of a PIV Image Based on Wavelet Decomposition and Reconstruction

Entropy (Basel, Switzerland), 2024-06, Vol.26 (7), p.573

2024

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Shift-and-add image processing incorporated with the unsharp masking method

Applied optics (2004), 2021-08, Vol.60 (23), p.6725

2021

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A new medical image enhancement algorithm using adaptive parameters

International journal of imaging systems and technology, 2022-11, Vol.32 (6), p.2198-2218

2022

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Deep Neural Networks Motivated by Partial Differential Equations

Fractional Calculus in Image Processing: A Review

Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing

Rapid Hyperspectral Photothermal Mid-Infrared Spectroscopic Imaging from Sparse Data for Gynecologic Cancer Tissue Subtyping

Boosting Resolution and Recovering Texture of 2D and 3D Micro‐CT Images with Deep Learning

Multimodal Image Fusion Offers Better Spatial Resolution for Mass Spectrometry Imaging

Free Space Optical Communication

HIGH-RESOLUTION LINEAR POLARIMETRIC IMAGING FOR THE EVENT HORIZON TELESCOPE

Model-driven terahertz image reconstruction method for debonding defects in thermal barrier coatings

Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm

Improved Quantum Image Median Filtering in the Spatial Domain

Learning domain transfer for unsupervised magnetic resonance imaging restoration and edge enhancement

On instabilities of deep learning in image reconstruction and the potential costs of AI

On Biases in Displacement Estimation for Image Registration, with a Focus on Photomechanics

Three-dimensional virtual histology of human cerebellum by X-ray phase-contrast tomography

AI-enabled high-resolution scanning coherent diffraction imaging

High‐resolution structure determination using high‐throughput electron cryo‐tomography

Multiscale decomposition and fusion‐based color contrast restoration for various water‐colored environments

A mixed-scale dense convolutional neural network for image analysis

Color Image Analysis by Quaternion-Type Moments

Multi-focus image fusion with enhancement filtering for robust vascular quantification using photoacoustic microscopy

Variational Methods in Image Processing

Information Entropy Analysis of a PIV Image Based on Wavelet Decomposition and Reconstruction

Shift-and-add image processing incorporated with the unsharp masking method

A new medical image enhancement algorithm using adaptive parameters

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