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
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 76 5 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 258 0 0 10 Feb 2025
Guidance-base Diffusion Models for Improving Photoacoustic Image Quality Tatsuhiro Eguchi Shumpei Takezaki Mihoko Shimano Takayuki Yagi Ryoma Bise MedIm 58 0 0 10 Feb 2025
LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation Shanghang Zhang Fan Jia X. Li Hao Zhang Jun Shi Liyan Ma Shihui Ying 58 0 0 08 Feb 2025
Imitation Game for Adversarial Disillusion with Multimodal Generative Chain-of-Thought Role-Play Ching-Chun Chang Fan-Yun Chen Shih-Hong Gu Kai Gao Hanrui Wang Isao Echizen AAML 237 0 0 31 Jan 2025
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning Tom Dooney Harsh Narola Stefano Bromuri R. L. Curier C. Broeck Sarah Caudill D. Tan 69 0 0 30 Jan 2025
Bayesian Despeckling of Structured Sources Ali Zafari Shirin Jalali 44 0 0 21 Jan 2025
Model Synthesis for Zero-Shot Model Attribution Tianyun Yang Juan Cao Danding Wang Chang Xu WIGM 81 4 0 20 Jan 2025
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems Eric Chen Xi Chen A. Maleki S. Jalali 38 0 0 08 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 94 1 0 03 Jan 2025
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions Mikhail Papkov P. Chizhov L. Parts ViT 52 1 0 31 Dec 2024
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 42 0 0 28 Dec 2024
Solving Inverse Problems via Diffusion Optimal Control Henry Li Marcus Pereira 76 0 0 21 Dec 2024
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Yansen Wang Hongyuan Wang Lizhi Wang Xueliang Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 Dec 2024
QueryCDR: Query-Based Controllable Distortion Rectification Network for Fisheye Images Pengbo Guo Chengxu Liu Xingsong Hou Xueming Qian 68 3 0 18 Dec 2024
LAN: Learning to Adapt Noise for Image Denoising Changjin Kim Tae Hyun Kim Sungyong Baik 124 4 0 14 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 91 1 0 10 Dec 2024
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 96 0 0 06 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu Jingyang Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Yishuo Wang Lizhuang Ma 88 1 0 05 Dec 2024
End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms C. Jiang Mianxin Liu Kaicong Sun Dinggang Shen MedIm 72 0 0 04 Dec 2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 72 7 0 26 Nov 2024
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Yi Ran Zhichang Guo Jia Li Yao Li Martin Burger Boying Wu DiffM 68 0 0 24 Nov 2024
MambaIRv2: Attentive State Space Restoration Hang Guo Yong Guo Yaohua Zha Yulun Zhang W. J. Li Tao Dai Shu-Tao Xia Yawei Li Mamba 124 14 0 22 Nov 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 248 0 0 22 Nov 2024
Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms M. Kowalski Benoit Malézieux Thomas Moreau Audrey Repetti 74 0 0 20 Nov 2024
MSSIDD: A Benchmark for Multi-Sensor Denoising Shibin Mei Hang Wang Bingbing Ni 76 2 0 18 Nov 2024
Freqformer: Frequency-Domain Transformer for 3-D Visualization and Quantification of Human Retinal Circulation Lingyun Wang Bingjie Wang Jay Chhablani J. Sahel Shaohua Pi MedIm 42 1 0 17 Nov 2024
Probabilistic Prior Driven Attention Mechanism Based on Diffusion Model for Imaging Through Atmospheric Turbulence Guodong Sun Qixiang Ma Liqiang Zhang Hongwei Wang Zixuan Gao Haotian Zhang DiffM 44 0 0 15 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 43 1 0 12 Nov 2024
SoundSil-DS: Deep Denoising and Segmentation of Sound-field Images with Silhouettes Risako Tanigawa K. Ishikawa N. Harada Yasuhiro Oikawa 33 0 0 12 Nov 2024
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 31 0 0 08 Nov 2024
LoFi: Neural Local Fields for Scalable Image Reconstruction AmirEhsan Khorashadizadeh T. Liaudat Tianlin Liu Jason D. McEwen Ivan Dokmanić SupR 44 1 0 07 Nov 2024
Chasing Better Deep Image Priors between Over- and Under-parameterization Qiming Wu Xiaohan Chen Yi Ding Zhangyang Wang 67 1 0 31 Oct 2024
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data Yucun Hou Fenglin Zhan Xin Cheng Chenxi Li Ziquan Yuan Runze Liao Haihao Wang Jianlang Hua Jing Wu Jianyong Jiang MedIm 44 0 0 31 Oct 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 36 1 0 30 Oct 2024
Unsupervised Training of a Dynamic Context-Aware Deep Denoising Framework for Low-Dose Fluoroscopic Imaging Sun-Young Jeon Sen Wang Adam S. Wang G. Gold Jang-Hwan Choi MedIm 46 0 0 29 Oct 2024
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization Zhong Ji Steve Yang Jingren Liu Yanwei Pang Jungong Han 36 0 0 29 Oct 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Zhengyu Chen Quanzeng You Hongxia Yang 53 9 0 24 Oct 2024
Unsupervised Low-dose CT Reconstruction with One-way Conditional Normalizing Flows Ran An Ke Chen Hongwei Li OOD 31 0 0 23 Oct 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 37 0 0 23 Oct 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 43 6 0 23 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 37 2 0 20 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 56 11 0 19 Oct 2024
Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement Shuaiyu Yuan Tristan Whitmarsh Dimitri A. Kessler O. Arponen Mary A McLean ... Frank Riemer Aneurin Kennerley William J Brackenbury Fiona J Gilbert Joshua D Kaggie DiffM MedIm 43 0 0 15 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 29 1 0 11 Oct 2024
Physics and Deep Learning in Computational Wave Imaging Youzuo Lin Shihang Feng J. Theiler Yinpeng Chen Umberto Villa Jing Rao John Greenhall Cristian Pantea M. Anastasio B. Wohlberg 41 0 0 10 Oct 2024
Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning Zhilong Li Xiaohu Wu Xiaoli Tang Tiantian He Yew-Soon Ong Mengmeng Chen Qiqi Liu Qicheng Lao Han Yu FedML 42 1 0 09 Oct 2024
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 26 1 0 06 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 59 3 0 05 Oct 2024