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 / 1,689 papers shown

Title
Deep Learning CT Image Restoration using System Blur and Noise Models Yijie Yuan G. Gang J. W. Stayman MedIm 48 0 0 20 Jul 2024
Frontiers of Deep Learning: From Novel Application to Real-World Deployment Rui Xie VLM 41 1 0 19 Jul 2024
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration Shuchang Zhang Hui Zhang Hongxia Wang 63 0 0 18 Jul 2024
GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao Yihao Liu Wenlong Zhang Yu Qiao Chao Dong 44 4 0 17 Jul 2024
Novel Hybrid Integrated Pix2Pix and WGAN Model with Gradient Penalty for Binary Images Denoising Luca Tirel A. M. Ali Hashim A. Hashim 38 4 0 16 Jul 2024
Cover-separable Fixed Neural Network Steganography via Deep Generative Models Guobiao Li Sheng Li Zhenxing Qian Xinpeng Zhang AAML 24 1 0 16 Jul 2024
When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering S. Mandelli Paolo Bestagini Stefano Tubaro DiffM 44 4 0 15 Jul 2024
Backdoor Attacks against Image-to-Image Networks Wenbo Jiang Hongwei Li Jiaming He Rui Zhang Guowen Xu Tianwei Zhang Rongxing Lu AAML 45 4 0 15 Jul 2024
Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation S. K. Shastri Philip Schniter 44 0 0 12 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 43 1 0 12 Jul 2024
Implicit Regression in Subspace for High-Sensitivity CEST Imaging Chu Chen Yang Liu S. Park Jizhou Li Kannie W. Y. Chan Raymond H. F. Chan 16 0 0 09 Jul 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 41 3 0 09 Jul 2024
Hiding Local Manipulations on SAR Images: a Counter-Forensic Attack S. Mandelli E. D. Cannas Paolo Bestagini Stefano Tebaldini Stefano Tubaro 37 1 0 09 Jul 2024
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 37 14 0 08 Jul 2024
Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal Xiao Siyao Huang Libing Zhang Shunsheng 44 0 0 06 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li-Na Song Wenjun Zhang DiffM 51 4 0 04 Jul 2024
Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network Rui Li M. Kudryashev Artur Yakimovich 32 1 0 03 Jul 2024
Preserving Full Degradation Details for Blind Image Super-Resolution Hongda Liu Longguang Wang Ye Zhang Kaiwen Xue Shunbo Zhou Yulan Guo 50 0 0 01 Jul 2024
Blind Inversion using Latent Diffusion Priors Weimin Bai Siyi Chen Wenzheng Chen He Sun DiffM 34 4 0 01 Jul 2024
Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents Chung-En Sun Sicun Gao Tsui-Wei Weng AAML 26 3 0 26 Jun 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wei Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Pivotal Auto-Encoder via Self-Normalizing ReLU Nelson Goldenstein Jeremias Sulam Yaniv Romano 36 2 0 23 Jun 2024
A Nonoverlapping Domain Decomposition Method for Extreme Learning Machines: Elliptic Problems Chang-Ock Lee Youngkyu Lee Byungeun Ryoo 55 3 0 22 Jun 2024
Landscape More Secure Than Portrait? Zooming Into the Directionality of Digital Images With Security Implications Benedikt Lorch Rainer Böhme 40 1 0 21 Jun 2024
Zero-Shot Image Denoising for High-Resolution Electron Microscopy Xuanyu Tian Zhuoya Dong Xiyue Lin Yue Gao Hongjiang Wei Yanhang Ma Jingyi Yu Yuyao Zhang 39 0 0 20 Jun 2024
Stability of Data-Dependent Ridge-Regularization for Inverse Problems Sebastian Neumayer Fabian Altekrüger 44 1 0 18 Jun 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 70 0 0 14 Jun 2024
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results Xin Jin Chunle Guo Xiaoming Li Zongsheng Yue Chongyi Li ... Jiahao Qin Bingjie Han Pinle Qin Rui Chai Pengyuan Wang 45 0 0 11 Jun 2024
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors A. Levy E. R. Chan Sara Fridovich-Keil Frédéric Poitevin Ellen D. Zhong Gordon Wetzstein DiffM 75 3 0 06 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 47 5 0 30 May 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine Bouman DiffM 36 22 0 29 May 2024
Partitioned Hankel-based Diffusion Models for Few-shot Low-dose CT Reconstruction Wenhao Zhang Bin Huang Shuyue Chen Xiaoling Xu Weiwen Wu Qiegen Liu 31 0 0 27 May 2024
MAMOC: MRI Motion Correction via Masked Autoencoding Lennart Alexander Van der Goten Jingyu Guo Kevin Smith 33 0 0 23 May 2024
Perceptual Fairness in Image Restoration Guy Ohayon Michael Elad T. Michaeli SupR 46 1 0 22 May 2024
TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy Zihao Zou Shirin Shoushtari Jiaming Liu Jialiang Zhang Patrick Judge Emilia Santana Alison Lim Marcus Foston Ulugbek S. Kamilov 32 0 0 17 May 2024
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems Hanyu Chen Zhixiu Hao Liying Xiao DiffM 34 2 0 17 May 2024
Sensitivity Decouple Learning for Image Compression Artifacts Reduction Li Ma Yifan Zhao Peixi Peng Yonghong Tian 33 3 0 15 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 32 3 0 13 May 2024
Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos Joaquim Comas Adria Ruiz Federico Sukno 34 2 0 04 May 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Mamba 42 19 0 02 May 2024
Investigating Self-Supervised Image Denoising with Denaturation Hiroki Waida Kimihiro Yamazaki Atsushi Tokuhisa Mutsuyo Wada Yuichiro Wada 32 1 0 02 May 2024
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing Jinming Cao Sicheng Shen Qiu Zhou Yifang Yin Yangyan Li Roger Zimmermann 43 1 0 28 Apr 2024
PromptCIR: Blind Compressed Image Restoration with Prompt Learning Bingchen Li Xin Li Yiting Lu Ruoyu Feng Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen 45 13 0 26 Apr 2024
One-Shot Image Restoration Deborah Pereg SupR 37 1 0 26 Apr 2024
Denoising: from classical methods to deep CNNs J. Campagne DiffM 29 0 0 25 Apr 2024
CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task Kangzhen Yang Tao Hu Kexin Dai Genggeng Chen Yu Cao Wei Dong Peng Wu Yanning Zhang Qingsen Yan 46 3 0 22 Apr 2024
GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data Wenqi Jia Sian Jin Jinzhen Wang Wei Niu Dingwen Tao Miao Yin 32 3 0 20 Apr 2024
Unsupervised Microscopy Video Denoising M. Aiyetigbo Alexander Korte Ethan Anderson Reda Chalhoub Peter Kalivas Feng Luo Nianyi Li 43 0 0 17 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 37 1 0 17 Apr 2024