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Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

12 August 2015

Papers citing "Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration"

50 / 376 papers shown

Title
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie R. Laumont Valentin De Bortoli Andrés Almansa J. Delon Alain Durmus Marcelo Pereyra 96 112 0 08 Mar 2021
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising Junaid Malik S. Kiranyaz Mehmet Yamaç E. Guldogan Moncef Gabbouj SupR 50 4 0 04 Mar 2021
Sub-pixel face landmarks using heatmaps and a bag of tricks Samuel W. F. Earp Aubin Samacoits Sanjana Jain Pavit Noinongyao Siwa Boonpunmongkol CVBM 3DH 52 2 0 04 Mar 2021
Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask Avinash Paliwal Libing Zeng N. Kalantari VGen 54 8 0 04 Mar 2021
Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement Hongming Luo Fei Zhou Guangsen Liao Guoping Qiu SupR 37 1 0 02 Mar 2021
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior Mario González Andrés Almansa Pauline Tan 92 31 0 02 Mar 2021
NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising Maoyuan Xu Xiaoping Xie 33 15 0 17 Feb 2021
Plug-and-Play gradient-based denoisers applied to CT image enhancement Pasquale Cascarano E. L. Piccolomini E. Morotti Andrea Sebastiani 26 0 0 15 Feb 2021
Stochastic Image Denoising by Sampling from the Posterior Distribution Bahjat Kawar Gregory Vaksman Michael Elad DiffM 87 64 0 23 Jan 2021
Image Denoising using Attention-Residual Convolutional Neural Networks R. G. Pires D. F. S. Santos M. C. S. Santana C. F. G. Santos João Paulo Papa 41 7 0 19 Jan 2021
Deep Universal Blind Image Denoising Jae Woong Soh N. Cho SupR 58 21 0 18 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 249 520 0 14 Jan 2021
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on Hypernetwork Chang-Jen Wang Chao-Kai Wen Shang-Ho S. Tsai Shi Jin Geoffrey Ye Li 60 5 0 12 Jan 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 200 192 0 30 Dec 2020
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention Huayu Li Haiyu Wu Xiwen Chen Han Zhang Abolfazl Razi 37 2 0 23 Dec 2020
Evolutionary Variational Optimization of Generative Models Jakob Drefs E. Guiraud Jörg Lücke BDL DRL 67 7 0 22 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 165 1,687 0 01 Dec 2020
Unsupervised Deep Video Denoising D. Y. Sheth S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Mitesh M. Khapra Eero P. Simoncelli C. Fernandez‐Granda VGen 64 63 0 30 Nov 2020
Lattice Fusion Networks for Image Denoising Seyedroohollah Hosseini 29 0 0 28 Nov 2020
Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie Yu Sun Jiaming Liu B. Wohlberg Ulugbek S. Kamilov 86 10 0 26 Nov 2020
Rank-One Network: An Effective Framework for Image Restoration Yuxin Li Xiahai Zhuang 39 7 0 25 Nov 2020
Adversarial Turing Patterns from Cellular Automata Nurislam Tursynbek I. Vilkoviskiy Maria Sindeeva Ivan Oseledets AAML 47 4 0 18 Nov 2020
Shared Prior Learning of Energy-Based Models for Image Reconstruction Thomas Pinetz Erich Kobler Thomas Pock Alexander Effland DiffM 53 4 0 12 Nov 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 67 10 0 06 Nov 2020
Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration Feng Li Runmin Cong H. Bai Yifan He Yao-Min Zhao Ce Zhu SupR 30 1 0 29 Oct 2020
Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy S. Mohan R. Manzorro Joshua L. Vincent Binh Tang D. Y. Sheth Eero P. Simoncelli David S. Matteson Peter A Crozier C. Fernandez‐Granda 91 29 0 24 Oct 2020
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising Yali Peng Yue Cao Shigang Liu Jian Yang W. Zuo 58 11 0 23 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 131 118 0 22 Oct 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 67 16 0 21 Oct 2020
Learning Integrodifferential Models for Image Denoising Tobias Alt Joachim Weickert DiffM 18 0 0 21 Oct 2020
Generalized Intersection Algorithms with Fixpoints for Image Decomposition Learning Robin Richter D. H. Thai S. Huckemann 16 2 0 16 Oct 2020
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 98 109 0 14 Oct 2020
Multidimensional TV-Stokes for image processing B. Wu X. Tai T. Rahman 9 0 0 24 Sep 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 71 46 0 14 Sep 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 41 24 0 13 Sep 2020
Enhancing and Learning Denoiser without Clean Reference Rui Zhao D. Lun K. Lam DiffM 37 6 0 09 Sep 2020
Deep Iterative Residual Convolutional Network for Single Image Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni SupR 148 7 0 07 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 134 813 0 31 Aug 2020
A Critical Analysis of Patch Similarity Based Image Denoising Algorithms V. D. Silva 18 0 0 25 Aug 2020
Unsupervised Image Restoration Using Partially Linear Denoisers Rihuan Ke Carola-Bibiane Schönlieb DiffM 31 12 0 14 Aug 2020
Regularization by Denoising via Fixed-Point Projection (RED-PRO) Regev Cohen Michael Elad P. Milanfar 94 109 0 01 Aug 2020
Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Zahra Kadkhodaie Eero P. Simoncelli 100 86 0 27 Jul 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei Chen Jie Chen Weisi Guo 117 70 0 27 Jul 2020
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport Gilles Puy Alexandre Boulch Renaud Marlet 3DPC OT 216 187 0 22 Jul 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 88 206 0 12 Jul 2020
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 69 143 0 08 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 68 158 0 08 Jul 2020
Learning Model-Blind Temporal Denoisers without Ground Truths Yanghao Li Bichuan Guo Jiangtao Wen Zhengxu Xia Shan Liu Yuxing Han DiffM 53 5 0 07 Jul 2020
End-to-end Interpretable Learning of Non-blind Image Deblurring Thomas Eboli Jian Sun Jean Ponce 135 41 0 03 Jul 2020
A deep primal-dual proximal network for image restoration Mingyuan Jiu N. Pustelnik 102 24 0 02 Jul 2020