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1602.04052
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Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors
12 February 2016
Afonso M. Teodoro
J. Bioucas-Dias
Mário A. T. Figueiredo
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Papers citing
"Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors"
32 / 32 papers shown
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Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks
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Jianfei Li
Chao Huang
Raymond H. F. Chan
Han Feng
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Deep Generalized Unfolding Networks for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2022
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28 Apr 2022
Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion
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Joint Reconstruction and Calibration using Regularization by Denoising
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TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems
Journal of machine learning research (JMLR), 2020
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Angelica Aviles-Rivero
Jingwei Liang
Ying Fu
Hua Huang
Carola-Bibiane Schönlieb
324
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0
18 Nov 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Lucas Beerens
Yawei Li
W. Zuo
Lei Zhang
Luc Van Gool
Radu Timofte
DiffM
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629
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31 Aug 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems
International Conference on Machine Learning (ICML), 2020
Kaixuan Wei
Angelica Aviles-Rivero
Jingwei Liang
Ying Fu
Carola-Bibiane Schönlieb
Hua Huang
369
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0
22 Feb 2020
Online Regularization by Denoising with Applications to Phase Retrieval
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Yu Sun
Jiaming Liu
Ulugbek S. Kamilov
211
36
0
04 Sep 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems
IEEE Transactions on Image Processing (TIP), 2019
Tom Tirer
Raja Giryes
217
49
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16 Jun 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
International Conference on Machine Learning (ICML), 2019
Ernest K. Ryu
Jialin Liu
Sicheng Wang
Xiaohan Chen
Zinan Lin
W. Yin
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14 May 2019
Blur Removal via Blurred-Noisy Image Pair
Chunzhi Gu
Xuequan Lu
Ying He
Chao Zhang
381
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26 Mar 2019
Linearized ADMM and Fast Nonlocal Denoising for Efficient Plug-and-Play Restoration
V. S. Unni
Sanjay Ghosh
K. Chaudhury
238
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18 Jan 2019
Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning
Tom Tirer
Raja Giryes
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380
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30 Nov 2018
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm
Yu Sun
Shiqi Xu
Yunzhe Li
Lei Tian
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Ulugbek S. Kamilov
229
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31 Oct 2018
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction
Yu Sun
B. Wohlberg
Ulugbek S. Kamilov
171
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12 Sep 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising
Tal Remez
Or Litany
Raja Giryes
A. Bronstein
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268
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20 Aug 2018
Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians
Milad Niknejad
J. Bioucas-Dias
Mário A. T. Figueiredo
144
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0
09 Jul 2018
External Patch-Based Image Restoration Using Importance Sampling
IEEE Transactions on Image Processing (IEEE TIP), 2018
Milad Niknejad
J. Bioucas-Dias
Mário A. T. Figueiredo
259
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0
09 Jul 2018
Denoising Prior Driven Deep Neural Network for Image Restoration
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Peiyao Wang
W. Yin
Guangming Shi
Fangfang Wu
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SupR
337
471
0
21 Jan 2018
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging
Afonso M. Teodoro
J. Bioucas-Dias
Mário A. T. Figueiredo
156
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0
02 Jan 2018
Blind image deblurring using class-adapted image priors
Marina Ljubenović
Mário A. T. Figueiredo
VLM
115
18
0
06 Sep 2017
Class-specific image denoising using importance sampling
Milad Niknejad
J. Bioucas-Dias
Mário A. T. Figueiredo
DiffM
293
8
0
21 Jun 2017
Class-specific Poisson denoising by patch-based importance sampling
International Conference on Information Photonics (ICIP), 2017
Milad Niknejad
J. Bioucas-Dias
Mário A. T. Figueiredo
189
10
0
09 Jun 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems
Tim Meinhardt
Michael Möller
C. Hazirbas
Zorah Lähner
340
386
0
11 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration
Lucas Beerens
W. Zuo
Shuhang Gu
Lei Zhang
SupR
557
2,061
0
11 Apr 2017
Scene-adapted plug-and-play algorithm with convergence guarantees
Afonso M. Teodoro
J. Bioucas-Dias
Mário A. T. Figueiredo
250
2
0
08 Feb 2017
Image Restoration with Locally Selected Class-Adapted Models
Afonso M. Teodoro
J. Bioucas-Dias
Mário A. T. Figueiredo
DiffM
236
12
0
23 May 2016
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT
Ruoqiao Zhang
Dong Hye Ye
D. Pal
Jean-Baptiste Thibault
K. Sauer
Charles A. Bouman
190
34
0
12 May 2016
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation
S. Sreehari
S. Venkatakrishnan
B. Wohlberg
L. Drummy
Jeff P. Simmons
Charles A. Bouman
399
368
0
23 Dec 2015
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