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
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models Kyungsung Lee Donggyu Lee Myungjoo Kang 28 0 0 31 Jan 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 20 48 0 29 Jan 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 41 0 0 26 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 25 127 0 24 Jan 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 24 0 0 24 Jan 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration Yimin Xu Nanxi Gao Zhongyun Shan Fei Chao Rongrong Ji 25 6 0 24 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 34 4 0 21 Jan 2024
RustNeRF: Robust Neural Radiance Field with Low-Quality Images Mengfei Li Ming Lu Xiaofang Li Shanghang Zhang 29 1 0 06 Jan 2024
SAR Despeckling via Regional Denoising Diffusion Probabilistic Model Xuran Hu Ziqiang Xu Zhihan Chen Zhengpeng Feng Mingzhe Zhu Ljubiša Stanković DiffM 17 7 0 06 Jan 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 19 1 0 05 Jan 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 42 16 0 03 Jan 2024
Boosting of Implicit Neural Representation-based Image Denoiser Zipei Yan Zhengji Liu Jizhou Li AI4CE 14 1 0 03 Jan 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 39 7 0 31 Dec 2023
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 29 2 0 31 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 21 3 0 28 Dec 2023
Efficient Physics-Based Learned Reconstruction Methods for Real-Time 3D Near-Field MIMO Radar Imaging Irfan Manisali Okyanus Oral F. Oktem 27 5 0 28 Dec 2023
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 44 17 0 27 Dec 2023
Plug-and-Play Regularization on Magnitude with Deep Priors for 3D Near-Field MIMO Imaging Okyanus Oral F. Oktem 22 1 0 26 Dec 2023
A Comprehensive Study of Object Tracking in Low-Light Environments Anqi Yi Nantheera Anantrasirichai 27 8 0 25 Dec 2023
Toward Accurate and Temporally Consistent Video Restoration from Raw Data Shi Guo Jianqi Ma Xi Yang Zhengqiang Zhang Lei Zhang VGen 27 0 0 25 Dec 2023
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration J. Fu Qi Xie Deyu Meng Zongben Xu 19 4 0 25 Dec 2023
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 33 6 0 24 Dec 2023
Texture Matching GAN for CT Image Enhancement Madhuri Nagare G. Buzzard Charles A. Bouman GAN MedIm 27 0 0 20 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 16 1 0 19 Dec 2023
Trust, But Verify: A Survey of Randomized Smoothing Techniques Anupriya Kumari Devansh Bhardwaj Sukrit Jindal Sarthak Gupta AAML 29 4 0 19 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 28 11 0 18 Dec 2023
TMP: Temporal Motion Propagation for Online Video Super-Resolution Zhengqiang Zhang Ruihuang Li Shi Guo Yang Cao Lei Zhang 37 4 0 15 Dec 2023
NM-FlowGAN: Modeling sRGB Noise with a Hybrid Approach based on Normalizing Flows and Generative Adversarial Networks Young Joo Han Ha-Jin Yu 34 0 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 56 2 0 15 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 27 2 0 13 Dec 2023
Textual Prompt Guided Image Restoration Qiuhai Yan Aiwen Jiang Kang Chen Long Peng Qiaosi Yi Chunjie Zhang DiffM VLM 23 10 0 11 Dec 2023
Training Neural Networks on RAW and HDR Images for Restoration Tasks Lei Luo Alexandre Chapiro Xiaoyu Xiang Yuchen Fan Rakesh Ranjan Rafal Mantiuk Rafał K. Mantiuk 26 0 0 06 Dec 2023
Equivariant plug-and-play image reconstruction M. Terris Thomas Moreau Nelly Pustelnik Julian Tachella 31 17 0 04 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 32 2 0 04 Dec 2023
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution Rongyuan Wu Tao Yang Lingchen Sun Zhengqiang Zhang Shuai Li Lei Zhang DiffM SupR 27 125 0 27 Nov 2023
A deep learning approach for marine snow synthesis and removal Fernando J. Galetto Guang Deng GAN 22 1 0 27 Nov 2023
Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng Lipei Zhang Zhenda Shen Shujun Wang Lequan Yu Raymond H. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 19 2 0 22 Nov 2023
Online Video Quality Enhancement with Spatial-Temporal Look-up Tables Zefan Qu Xinyang Jiang Yifan Yang Dongsheng Li Cairong Zhao 13 0 0 22 Nov 2023
Single-shot Phase Retrieval from a Fractional Fourier Transform Perspective Yixiao Yang Ran Tao Kaixuan Wei Jun Shi 19 2 0 18 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 17 1 0 16 Nov 2023
Physics-Informed Data Denoising for Real-Life Sensing Systems Xiyuan Zhang Xiaohan Fu Diyan Teng Chengyu Dong Keerthivasan Vijayakumar ... Junsheng Han Dezhi Hong Rashmi Kulkarni Jingbo Shang Rajesh K. Gupta AI4CE PINN 6 3 0 12 Nov 2023
How do Minimum-Norm Shallow Denoisers Look in Function Space? Chen Zeno Greg Ongie Yaniv Blumenfeld Nir Weinberger Daniel Soudry 16 8 0 12 Nov 2023
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 26 5 0 09 Nov 2023
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 30 0 0 08 Nov 2023
Detecting Generated Images by Real Images Only Xiuli Bi Bo Liu Fan Yang Bin Xiao Weisheng Li Gao Huang P. Cosman 38 9 0 02 Nov 2023
The Missing U for Efficient Diffusion Models Sergio Calvo-Ordoñez Chun-Wun Cheng Jiahao Huang Lipei Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero DiffM 33 4 0 31 Oct 2023
A Scalable Training Strategy for Blind Multi-Distribution Noise Removal Kevin Zhang Sakshum Kulshrestha Christopher A. Metzler OOD 25 1 0 30 Oct 2023
Direct Unsupervised Denoising Benjamin Salmon Alexander Krull DiffM OOD 16 0 0 27 Oct 2023