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Artificial Intelligence in Medical Imaging: From Theory to Clinical Practice

1, 2020

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Residual Dense Network for Image Restoration

IEEE transactions on pattern analysis and machine intelligence, 2021-07, Vol.43 (7), p.2480-2495

2021

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Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm

IET image processing, 2020-09, Vol.14 (11), p.2365-2375

2020

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Simultaneous image fusion and denoising with adaptive sparse representation

IET image processing, 2015-05, Vol.9 (5), p.347-357

2015

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Learning Enriched Features for Fast Image Restoration and Enhancement

IEEE transactions on pattern analysis and machine intelligence, 2023-02, Vol.45 (2), p.1934-1948

2023

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An Underwater Color Image Quality Evaluation Metric

IEEE transactions on image processing, 2015-12, Vol.24 (12), p.6062-6071

2015

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Perceptual Quality Assessment for Multi-Exposure Image Fusion

IEEE transactions on image processing, 2015-11, Vol.24 (11), p.3345-3356

2015

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Enhancement-Registration-Homogenization (ERH): A Comprehensive Underwater Visual Reconstruction Paradigm

IEEE transactions on pattern analysis and machine intelligence, 2022-10, Vol.44 (10), p.6953-6967

2022

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Image Co-Segmentation

1, 2023

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Image Super-Resolution as a Defense Against Adversarial Attacks

IEEE transactions on image processing, 2020-01, Vol.29, p.1711-1724

2020

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Underwater Image Enhancement Using Adaptive Retinal Mechanisms

IEEE transactions on image processing, 2019-11, Vol.28 (11), p.5580-5595

2019

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Mutually Guided Image Filtering

IEEE transactions on pattern analysis and machine intelligence, 2020-03, Vol.42 (3), p.694-707

2020

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Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing

IEEE transactions on image processing, 2021, Vol.30, p.8968-8982

2021

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Recent advances and clinical applications of deep learning in medical image analysis

Medical image analysis, 2022-07, Vol.79, p.102444-102444, Article 102444

2022

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Quality-aware images

IEEE transactions on image processing, 2006-06, Vol.15 (6), p.1680-1689

2006

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Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

IEEE transactions on pattern analysis and machine intelligence, 2022-11, Vol.44 (11), p.7474-7489

2022

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Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion

IEEE transactions on pattern analysis and machine intelligence, 2021-10, Vol.43 (10), p.3333-3348

2021

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Image Segmentation Using Deep Learning: A Survey

IEEE transactions on pattern analysis and machine intelligence, 2022-07, Vol.44 (7), p.3523-3542

2022

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Literature review: efficient deep neural networks techniques for medical image analysis

Neural computing & applications, 2022-04, Vol.34 (8), p.5791-5812

Abdou, Mohamed A.

2022

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Hiding Images within Images

IEEE transactions on pattern analysis and machine intelligence, 2020-07, Vol.42 (7), p.1685-1697

Baluja, Shumeet

2020

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DenseFuse: A Fusion Approach to Infrared and Visible Images

IEEE transactions on image processing, 2019-05, Vol.28 (5), p.2614-2623

2019

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Intrinsic Image Transfer for Illumination Manipulation

IEEE transactions on pattern analysis and machine intelligence, 2023-06, Vol.45 (6), p.7444-7456

2023

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VSNR: A Wavelet-Based Visual Signal-to-Noise Ratio for Natural Images

IEEE transactions on image processing, 2007-09, Vol.16 (9), p.2284-2298

2007

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Image computing for fibre-bundle endomicroscopy: A review

Medical image analysis, 2020-05, Vol.62, p.101620-101620, Article 101620

2020

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Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.10609-10619

2022

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Artificial Intelligence in Medical Imaging: From Theory to Clinical Practice

Residual Dense Network for Image Restoration

Sparse representation based computed tomography images reconstruction by coupled dictionary learning algorithm

Simultaneous image fusion and denoising with adaptive sparse representation

Learning Enriched Features for Fast Image Restoration and Enhancement

An Underwater Color Image Quality Evaluation Metric

Perceptual Quality Assessment for Multi-Exposure Image Fusion

Enhancement-Registration-Homogenization (ERH): A Comprehensive Underwater Visual Reconstruction Paradigm

Image Co-Segmentation

Image Super-Resolution as a Defense Against Adversarial Attacks

Underwater Image Enhancement Using Adaptive Retinal Mechanisms

Mutually Guided Image Filtering

Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing

Recent advances and clinical applications of deep learning in medical image analysis

Quality-aware images

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion

Image Segmentation Using Deep Learning: A Survey

Literature review: efficient deep neural networks techniques for medical image analysis

Hiding Images within Images

DenseFuse: A Fusion Approach to Infrared and Visible Images

Intrinsic Image Transfer for Illumination Manipulation

VSNR: A Wavelet-Based Visual Signal-to-Noise Ratio for Natural Images

Image computing for fibre-bundle endomicroscopy: A review

Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

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