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
Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Inverse Problems Deliang Wei Peng Chen Haobo Xu Jiale Yao Fang Li Tieyong Zeng 11 0 0 13 May 2025
Score-based Self-supervised MRI Denoising Jiachen Tu Yaokun Shi Fan Lam DiffM 49 2 0 08 May 2025
SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Wenyang Liu Jianjun Gao Kim-Hui Yap 38 0 0 08 May 2025
Multi-View Learning with Context-Guided Receptance for Image Denoising Binghong Chen Tingting Chai Wei Jiang Yuanrong Xu Guanglu Zhou Xiangqian Wu 40 0 0 05 May 2025
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions Onat Dalmaz Arjun D Desai Reinhard Heckel Tolga Çukur Akshay Chaudhari B. Hargreaves 24 0 0 04 May 2025
Enhancing Quality for VVC Compressed Videos with Omniscient Quality Enhancement Model Xiem HoangVan Hieu Bui Minh Sang NguyenQuang Wen-Hsiao Peng 26 0 0 28 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 62 0 0 24 Apr 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 36 0 0 21 Apr 2025
OBIFormer: A Fast Attentive Denoising Framework for Oracle Bone Inscriptions Jinhao Li Z. Chen Tingzhu Chen Zhiji Liu C. Wang 28 0 0 18 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing Mehmet Yamaç Muhammad Numan Yousaf S. Kiranyaz M. Gabbouj 24 1 0 17 Apr 2025
The Tenth NTIRE 2025 Image Denoising Challenge Report Lei-huan Sun Hang Guo Bin Ren Luc Van Gool Radu Timofte ... Kun Li Shengeng Tang Y. Zhang Weirun Zhou Haoxuan Lu 3DGS 41 7 0 16 Apr 2025
Efficient and Robust Remote Sensing Image Denoising Using Randomized Approximation of Geodesics' Gramian on the Manifold Underlying the Patch Space Kelum Gajamannage D. Jayathilake Maria Vasilyeva 16 0 0 15 Apr 2025
Noise2Ghost: Self-supervised deep convolutional reconstruction for ghost imaging Mathieu Manni Dmitry Karpov K. Joost Batenburg S. Nicola Viganò 27 0 0 14 Apr 2025
VibrantLeaves: A principled parametric image generator for training deep restoration models Raphaël Achddou Y. Gousseau Saïd Ladjal Sabine Süsstrunk 26 0 0 14 Apr 2025
Mitigating Long-tail Distribution in Oracle Bone Inscriptions: Dataset, Model, and Benchmark Jinhao Li Z. Chen Runze Dong Tingzhu Chen C. Wang Guangtao Zhai DiffM 42 0 0 13 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 110 0 0 07 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 61 1 0 07 Apr 2025
Real Time Animator: High-Quality Cartoon Style Transfer in 6 Animation Styles on Images and Videos Liuxin Yang Priyanka Ladha 26 0 0 01 Apr 2025
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN Jaskaran Singh Walia Shravan Venkatraman Pavithra LK MDE 36 0 0 01 Apr 2025
Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection Ziyin Zhou Ke Sun Zhongxi Chen Xianming Lin Yunpeng Luo Ke Yan Shouhong Ding Xiaoshuai Sun 31 0 0 01 Apr 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models Basar Demir Yikang Liu Xiao Chen Eric Z. Chen Lin Zhao Boris Mailhe Terrence Chen Shanhui Sun DiffM MedIm 42 0 0 31 Mar 2025
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset Kushal Agrawal Romi Banerjee 41 0 0 29 Mar 2025
DREMnet: An Interpretable Denoising Framework for Semi-Airborne Transient Electromagnetic Signal Shuang Wang Ming Guo X. Wang Fei Deng Lifeng Mao Bin Wang Wenlong Gao 54 0 0 28 Mar 2025
DeCompress: Denoising via Neural Compression Ali Zafari Xi Chen S. Jalali DiffM 41 0 0 27 Mar 2025
Diffusion Image Prior Hamadi Chihaoui Paolo Favaro VLM 66 0 0 27 Mar 2025
Unsupervised Real-World Denoising: Sparsity is All You Need Hamadi Chihaoui Paolo Favaro DiffM 47 0 0 27 Mar 2025
SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation H. Xue Sarah M. Hooper Iain Pierce R. Davies John Stairs ... C. Manisty James C. Moon T. Treibel Peter Kellman Michael S. Hansen MedIm 44 0 0 23 Mar 2025
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline Zeng-Hui Zhu Wei Lu Si-Bao Chen C. Ding Jin Tang Bin Luo 41 0 0 23 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding K. Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 54 0 0 23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 56 0 0 22 Mar 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks Haijin Zeng Xiangming Wang Yongyong Chen Jingyong Su Jie Liu 121 0 0 21 Mar 2025
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables Sidi Yang Binxiao Huang Yulun Zhang Dahai Yu Yujiu Yang Ngai Wong 60 0 0 20 Mar 2025
Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems Teresa Klatzer Savvas Melidonis Marcelo Pereyra K. Zygalakis 45 0 0 20 Mar 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 55 0 0 18 Mar 2025
Noise Synthesis for Low-Light Image Denoising with Diffusion Models Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 52 0 0 14 Mar 2025
RSR-NF: Neural Field Regularization by Static Restoration Priors for Dynamic Imaging Berk Iskender Sushan Nakarmi Nitin Daphalapurkar M. Klasky Y. Bresler 41 0 0 13 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 80 1 0 13 Mar 2025
Causal-Ex: Causal Graph-based Micro and Macro Expression Spotting Pei-Sze Tan Sailaja Rajanala Arghya Pal Raphaël C.-W. Phan Huey-Fang Ong CML 48 0 0 12 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging M. Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 70 2 0 11 Mar 2025
Denoising via Repainting: an image denoising method using layer wise medical image repainting Arghya Pal Sailaja Rajanala C. Ting Raphaël C.-W. Phan MedIm 39 0 0 11 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 40 0 0 10 Mar 2025
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images S. Sharif R. A. Naqvi Woong-Kee Loh 59 5 0 10 Mar 2025
Enhanced Denoising and Convergent Regularisation Using Tweedie Scaling Naïl Khelifa Ferdia Sherry Carola-Bibiane Schönlieb 39 0 0 07 Mar 2025
Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Z. Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 75 0 0 04 Mar 2025
Enhancing Object Detection Accuracy in Underwater Sonar Images through Deep Learning-based Denoising Ziyu Wang Tao Xue Yanbin Wang J. Li Haibin Zhang Zhiqiang Xu Gaofei Xu 64 0 0 03 Mar 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 41 5 0 27 Feb 2025
Multi-level Attention-guided Graph Neural Network for Image Restoration Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 36 0 0 26 Feb 2025
Methods and Trends in Detecting Generated Images: A Comprehensive Review Arpan Mahara N. Rishe AAML 132 0 0 24 Feb 2025
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping Xiaojian Xu Weijie Gan Satya V. V. N. Kothapalli D. Yablonskiy Ulugbek S. Kamilov MedIm 74 5 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 81 3 0 20 Feb 2025