Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

13 August 2016

Lei Zhang

Papers citing "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

50 / 1,687 papers shown

Title
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 31 22 0 06 Aug 2023
Recurrent Spike-based Image Restoration under General Illumination Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 25 6 0 06 Aug 2023
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN Jonas Utz Tobias Weise M. Schlereth Fabian Wagner Mareike Thies Mingxuan Gu S. Uderhardt Katharina Breininger MedIm 13 2 0 03 Aug 2023
Can We Transfer Noise Patterns? A Multi-environment Spectrum Analysis Model Using Generated Cases Haiwen Du Zheng Ju Yu An Honghui Du Dongjie Zhu Zhaoshuo Tian Aonghus Lawlor Ruihai Dong 16 0 0 02 Aug 2023
On the use of deep learning for phase recovery Kaiqiang Wang Li Song Chutian Wang Zhenbo Ren Guangyuan Zhao ... Jianglei Di George Barbastathis Renjie Zhou Jianlin Zhao E. Lam 15 71 0 02 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 2 0 01 Aug 2023
Domain Adaptation based on Human Feedback for Enhancing Generative Model Denoising Abilities Hyun-Cheol Park S. Kang DiffM 22 0 0 01 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei X. Yang Yuan Gu Qiang Li 27 19 0 01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 19 25 0 31 Jul 2023
Towards General Low-Light Raw Noise Synthesis and Modeling Feng Zhang Bin Xu Zhiqiang Li Xinran Liu Qingbo Lu Changxin Gao Nong Sang DiffM 25 15 0 31 Jul 2023
Semantic Image Completion and Enhancement using GANs Priyansh Saxena Raahat Gupta Akshat Maheshwari Saumil Maheshwari VLM 21 1 0 27 Jul 2023
A signal processing interpretation of noise-reduction convolutional neural networks Luis A. Zavala-Mondragón Peter H. N. de With Fons van der Sommen 25 0 0 25 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 21 211 0 23 Jul 2023
ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder Youzhi Liang Wen-Chieh Liang 14 18 0 23 Jul 2023
Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment Loss Jaekyun Ko Sang-Hoon Lee 19 5 0 20 Jul 2023
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks X. Tai Hao Liu Raymond H. F. Chan 30 10 0 18 Jul 2023
Deep Physics-Guided Unrolling Generalization for Compressed Sensing Bin Chen Jie Song Jingfen Xie Jian Andrew Zhang AI4CE 16 14 0 18 Jul 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 26 2 0 17 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 34 100 0 16 Jul 2023
Untrained neural network embedded Fourier phase retrieval from few measurements Liyuan Ma Hongxia Wang N.-Y. Leng Ziyang Yuan 19 1 0 16 Jul 2023
A Novel Truncated Norm Regularization Method for Multi-channel Color Image Denoising Yiwen Shan D. Hu Zhi Wang 22 5 0 16 Jul 2023
Image Denoising and the Generative Accumulation of Photons Alexander Krull H. Basevi Benjamin Salmon A. Zeug F. Muller Samuel Tonks Leela Muppala A. Leonardis DiffM 20 7 0 13 Jul 2023
DRMC: A Generalist Model with Dynamic Routing for Multi-Center PET Image Synthesis Zhiwen Yang Yang Zhou Hui Zhang Bingzheng Wei Yubo Fan Yan Xu MedIm 25 3 0 11 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 32 8 0 08 Jul 2023
Towards Deep Network Steganography: From Networks to Networks Guobiao Li Sheng Li Meiling Li Zhenxing Qian Xinpeng Zhang FedML 27 5 0 07 Jul 2023
ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization Kshama Kodthalu Shivashankara Deepanshi Afagh Mehri Shervedani Gari D. Clifford Matthew A. Reyna Reza Sameni MedIm 17 39 0 04 Jul 2023
Unsupervised Coordinate-Based Video Denoising M. Aiyetigbo Dineshchandar Ravichandran Reda Chalhoub Peter Kalivas Nianyi Li DiffM 19 0 0 01 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 17 6 0 30 Jun 2023
Spatially Varying Exposure with 2-by-2 Multiplexing: Optimality and Universality Xiangyu Qu Yiheng Chi Stanley H. Chan 22 6 0 30 Jun 2023
Designing Stable Neural Networks using Convex Analysis and ODEs Ferdia Sherry E. Celledoni Matthias Joachim Ehrhardt Davide Murari B. Owren Carola-Bibiane Schönlieb 12 11 0 29 Jun 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav Acha Daniel Cohen-Or Dani Lischinski DiffM 21 5 0 28 Jun 2023
Evaluating Similitude and Robustness of Deep Image Denoising Models via Adversarial Attack Jie Ning Jiebao Sun Yao Li Zhichang Guo Wangmeng Zuo 9 6 0 28 Jun 2023
Content-Aware Quantization Index Modulation:Leveraging Data Statistics for Enhanced Image Watermarking Junlong Mao Huihui Tang Shangrong Lyu Zhengzhong Zhou Xiaochun Cao 11 4 0 28 Jun 2023
CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation Amal Feriani Di Wu Steve Liu Gregory Dudek 13 0 0 23 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan F. Khan VLM 37 91 0 22 Jun 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement Marcos V. Conde Javier Vázquez-Corral M. S. Brown Radu Timofte 3DH 18 16 0 20 Jun 2023
CANDID: Correspondence AligNment for Deep-burst Image Denoising Arijit Mallick Raphael Braun Hendrik PA Lensch 14 0 0 16 Jun 2023
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising Xianqiang Lyu Junhui Hou 38 3 0 15 Jun 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image Mingjian Zhu Hanting Chen Qiang Yan Xu Huang Guanyu Lin Wei Li Zhaopeng Tu Hailin Hu Jie Hu Yunhe Wang VLM 30 120 0 14 Jun 2023
HQ-50K: A Large-scale, High-quality Dataset for Image Restoration Qinhong Yang Dongdong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Lu Yuan Gang Hua Nenghai Yu 31 13 0 08 Jun 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising Sébastien Herbreteau E. Moebel Charles Kervrann 20 9 0 08 Jun 2023
Joint Channel Estimation and Feedback with Masked Token Transformers in Massive MIMO Systems Mingming Zhao Lin Liu Lifu Liu Mengke Li Qing-min Tian 11 0 0 08 Jun 2023
Invisible Image Watermarks Are Provably Removable Using Generative AI Xuandong Zhao Kexun Zhang Zihao Su Saastha Vasan Ilya Grishchenko Christopher Kruegel Giovanni Vigna Yu-Xiang Wang Lei Li WIGM 22 49 0 02 Jun 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 17 50 0 31 May 2023
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods Tobit Klug Dogukan Atik Reinhard Heckel 33 8 0 30 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning Feiyu Li Jun Yang 24 1 0 27 May 2023
SAR-to-Optical Image Translation via Thermodynamics-inspired Network Mingjin Zhang Jiamin Xu Chengyu He Wenteng Shang Yunsong Li Xinbo Gao DiffM 28 2 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 26 37 0 23 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 29 8 0 22 May 2023