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
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 26 2 0 25 Oct 2023
From Posterior Sampling to Meaningful Diversity in Image Restoration Noa Cohen Hila Manor Yuval Bahat T. Michaeli DiffM 32 10 0 24 Oct 2023
What's in a Prior? Learned Proximal Networks for Inverse Problems Zhenghan Fang Sam Buchanan Jeremias Sulam 31 11 0 22 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 22 24 0 19 Oct 2023
Balanced Group Convolution: An Improved Group Convolution Based on Approximability Estimates Youngkyu Lee Jongho Park Chang-Ock Lee 8 0 0 19 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 19 26 0 18 Oct 2023
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse Problems Julian Tachella Marcelo Pereyra UQCV 13 7 0 18 Oct 2023
Provable Probabilistic Imaging using Score-Based Generative Priors Yu Sun Zihui Wu Yifan Chen Berthy T. Feng Katherine L. Bouman DiffM 22 26 0 16 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 22 18 0 16 Oct 2023
Image super-resolution via dynamic network Chunwei Tian Xuanyu Zhang Qi Zhang Mingming Yang Zhaojie Ju SupR 28 10 0 16 Oct 2023
A cross Transformer for image denoising Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 24 73 0 16 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 13 16 0 16 Oct 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 36 1 0 13 Oct 2023
A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement Zhenyu Bu Kaini Wang Fuxing Zhao Shengxiao Li Guangquan Zhou 20 0 0 05 Oct 2023
Generalization in diffusion models arises from geometry-adaptive harmonic representations Zahra Kadkhodaie Florentin Guth Eero P. Simoncelli Stéphane Mallat AI4CE DiffM 24 64 0 04 Oct 2023
DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training Aochuan Chen Yimeng Zhang Jinghan Jia James Diffenderfer Jiancheng Liu Konstantinos Parasyris Yihua Zhang Zheng-Wei Zhang B. Kailkhura Sijia Liu 30 43 0 03 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 73 31 0 02 Oct 2023
CPIPS: Learning to Preserve Perceptual Distances in End-to-End Image Compression Chen-Hsiu Huang Ja-Ling Wu 17 1 0 01 Oct 2023
On the Contractivity of Plug-and-Play Operators Zhen Qu K. Chaudhury Zhengtao Zhang 17 5 0 28 Sep 2023
Image Denoising via Style Disentanglement Jingwei Niu Junting Cheng Shan Tan 19 0 0 26 Sep 2023
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification Hila Manor T. Michaeli UQCV 23 17 0 24 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Jinwei Gu DiffM 22 4 0 19 Sep 2023
Securing Fixed Neural Network Steganography Zicong Luo Sheng Li Guobiao Li Zhenxing Qian Xinpeng Zhang AAML 6 6 0 18 Sep 2023
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems Huayu Wang Chen Luo Taofeng Xie Qiyu Jin Guoqing Chen Zhuoxu Cui Dong Liang AAML 18 2 0 17 Sep 2023
$All-optical image denoising using a diffractive visual processor$ All-optical image denoising using a diffractive visual processor Çaǧatay Işıl Tianyi Gan F. O. Ardic Koray Mentesoglu Jagrit Digani ... Jingxi Li Deniz Mengu Mona Jarrahi Kaan Akcsit Aydogan Ozcan DiffM 17 24 0 17 Sep 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 21 2 0 16 Sep 2023
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks Orhan Torun S. E. Yuksel Erkut Erdem Nevrez Imamoglu Aykut Erdem 28 14 0 15 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 16 12 0 12 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 26 44 0 11 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising Hao Chen Chenyuan Qu Yu Zhang Chen Chen Jianbo Jiao OOD SSL 21 8 0 10 Sep 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors Naishan Zheng Man Zhou Yanmeng Dong Xiangyu Rui Jie Huang Chongyi Li Fengmei Zhao 31 28 0 05 Sep 2023
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Lixu Zhang W. Zuo Deyu Meng VGen 21 2 0 04 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution Charles Laroche Andrés Almansa Eva Coupeté DiffM 17 26 0 01 Sep 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 27 195 0 29 Aug 2023
Self-Supervised Scalable Deep Compressed Sensing Bin Chen Xuanyu Zhang Shuai Liu Yongbing Zhang Jian Andrew Zhang 22 5 0 26 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 31 32 0 25 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen Ruiwen Zhen Shuai Li Xiaotian Li Guanghui Wang 22 0 0 24 Aug 2023
Open Set Synthetic Image Source Attribution Shengbang Fang Tai D. Nguyen Matthew C. Stamm 24 8 0 22 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 41 46 0 18 Aug 2023
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer Ming-Yan Ouyang Zhenzhong Chen MQ 25 1 0 17 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 24 2 0 17 Aug 2023
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image Enhancement Jian Wen Chen-Mi Wu Tong Zhang Yixuan Yu P. Swierczynski 31 4 0 16 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 24 22 0 13 Aug 2023
FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table Wenhao Li Guangyang Wu Wenyi Wang Peiran Ren Xiaohong Liu 9 14 0 13 Aug 2023
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology Khondker Fariha Hossain Sharif Amit Kamran J. Ong Andrew G Lee Alireza Tavakkoli 30 5 0 11 Aug 2023
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms Jiaqi Cui Pinxian Zeng Xinyi Zeng Peng Wang Xi Wu Jiliu Zhou Yan Wang Dinggang Shen ViT MedIm 29 13 0 10 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 35 14 0 09 Aug 2023
Robust retrieval of material chemical states in X-ray microspectroscopy Tingting Wang Xiaotong Wu Jizhou Li Chao Wang 15 0 0 08 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 29 3 0 07 Aug 2023
Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image Reconstruction Xiaohong Fan Yin Yang Ke-long Chen Yujie Feng Jianping Zhang 20 6 0 06 Aug 2023