Learning Deep CNN Denoiser Prior for Image Restoration
Zhang, Kai, Zuo, Wangmeng, Gu, Shuhang, Zhang, Lei·2017·2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Cited by (2,096)
Items 1,501–1,600 of 2,096
- Object Detection in Very Low-Resolution Thermal Images through a Guided-Based Super-Resolution ApproachRafael E. Rivadeneira, Henry O. Velesaca, Angel Domingo Sappa · 2023 · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
- Deep Plug-and-play Nighttime Non-blind Deblurring with Saturated Pixel Handling SchemesHung-Yu Shu, Yi-Hsien Lin, Yi-Chang Lu · 2024 · IEEE Winter Conference on Applications of Computer Vision
- A Deep Learning-Driven Fast Scanning Method for Micro-Computed Tomography Experiments on CMCsRongqi Zhu, Guanchen Niu, Zhaoliang Qu · 2024 · Experimental Mechanics
- Robust Image Restoration with an Adaptive Huber Function Based FidelityLingfei Song, Hua Huang · 2024 · International Journal of Computer Vision
- Joint Non-Local Statistical and Wavelet Tight Frame Information-Based ℓ₀ Regularization Model for Image DeblurringYongqun Tan, L.J. Zhang, Yu Chen · 2024 · IEEE Access
- Enhancing the Spatial Resolution of Hyperspectral Images Combining High-Accuracy Surface Modeling and Subpixel UnmixingJia Chen, Jun Li, Paolo E. Gamba · 2024 · IEEE Transactions on Geoscience and Remote Sensing
- Multidirectional Attention Fusion Network for SAR Change DetectionLingling Li, Qiong Liu, Guojin Cao · 2024 · Remote Sensing
- Plug-and-Play Learned Proximal Trajectory for 3D Sparse-View X-Ray Computed TomographyRomain Vo, Julie Escoda, Caroline Vienne · 2024 · Lecture notes in computer science
- Hybrid plug-and-play CT image restoration using nonconvex low-rank group sparsity and deep denoiser priorsChunyan Liu, Sui Li, Dianlin Hu · 2024 · Physics in Medicine and Biology
- Attention Methods for Image Denoising: A SurveyZhuowei Yang · 2024 · International Conference on Cyber-Physical Social Intelligence (ICCSI)
- HDSR: Image Super-Resolution Method for Harmonic Diffraction Optical Imaging System Based on Plug and Play TechnologyShuo Zhong, Xijun Zhao, Dun Liu, Haibing Su, Zongliang Xie, Bin Fan · 2025 · IEEE Transactions on Geoscience and Remote Sensing
- Enhancing Sign Language Interpretation with Multiheaded CNN, Hand Landmarks and Large Language Model(LLM)Chaitanya Kakade, Nidhi Kadam, Vishal Kaira · 2024
- MSCNet: multi-scale connected network for image denoisingLijun Gao, Jin Xiao, Youzhi Zhang, Suran Wang, Zeyang Sun, Jiehong Wu · 2025 · Signal Image and Video Processing
- Physics-guided deep learning framework with attention for image denoisingShengjun Liu, Ting Zhang, Ruoxi Deng, Xinru Liu, Hanchao Liu · 2025 · The Visual Computer
- Exploring Advanced Deep Learning Methods for Enhancing Image Clarity: A ReviewIsma Batool, Sibghat Ullah Bazai, Laila Baloch, Fatima Fatima, Muhammad Imran Ghafoor · 2024 · International Conference on Innovative Computing (ICIC)
- Soft decoding of JPEG 2000 compressed images using bit-rate-driven deep convolutional neural networksXiaohai He, Honggang Chen, Jingxu Chen · 2017 · IEEE International Conference on Information and Automation (ICIA)
- Data-Driven Adversarial Learning for Sinogram-Based Iterative Low-Dose CT Image ReconstructionAnamaria Vizitiu, Andrei Puiu, Sureerat Reaungamornrat, Lucian Mihai ITU · 2019 · International Conference on System Theory, Control and Computing (ICSTCC)
- Synergic Feature Attention for Image RestorationChong Mou, Jian Zhang · 2021 · IEEE International Conference on Acoustics Speech and Signal Processing
- Convolutional Neural Network Denoising of Focused Ion Beam MicrographsMinxu Peng, Mertcan Cokbas, Unay Dorken Gallastegi · 2021 · IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
- Learning from Multiple Instances: A Two-Stage Unsupervised Image Denoising Framework Based on Deep Image PriorShaoping Xu, Xiaojun Chen, Yiling Tang · 2022 · Applied Sciences
- Maximizing Nonlocal Self‐Similarity Prior for Single Image Super‐ResolutionJianhong Li, Kanoksak Wattanachote, Yarong Wu · 2019 · Mathematical Problems in Engineering
- Two-tier classifier for identifying small objects in histological tissue classification: experiments with colon cancer tissue mappingChenyu Sun, Weiguo Liu, Scott T. Doyle · 2019 · SPIE Medical Imaging: Digital Pathology
- Fast Nonlocal Diffusion by Stacking Local Filters for Image DenoisingPeng Qiao, Weichu Sun, Yong Dou, Rongchun Li · 2019 · Communications in computer and information science
- Multi-Channel Joint Dereverberation and Denoising using Deep PriorsAditya Raikar, Sourya Basu, Laxmi Pandey · 2018 · IEEE India Council International Conference (INDICON)
- Noise Reduction Using OBNLM Filter and Deep Learning for Polycystic Ovary Syndrome Ultrasound ImagesG. Vasavi, S. Jyothi · 2020 · Learning and analytics in intelligent systems
- An Interpretation Of Regularization By Denoising And Its Application With The Back-Projected Fidelity TermEinav Yogev-Ofer, Tom Tirer, Raja Giryes · 2021 · Proceedings - International Conference on Image Processing
- Iterative feature refinement with network-driven prior for image restorationJinjie Zhou, Miaomiao Meng, Jinglong Xing · 2021 · Pattern Analysis and Applications
- Super-resolution network-based fractional-pixel motion compensationZhensen Chen, Jianran Liu, Jingmin Yang · 2021 · Signal Image and Video Processing
- MRSNet: A Spatial and Channel Attention Integration Network Considering Multi-Resolution Improves Image DenoisingBingyao Li, Junyi Wang, Jiahong Zhang · 2021 · IEEE International Conference on Computer and Communications (ICCC)
- Asymmetric decoder design for efficient convolutional encoder-decoder architectures in medical image reconstructionTahsin Rahman, Ali Bilgin, Sergio D. Cabrera · 2022
- Pyramid Fusion Attention Network For Single Image Super-ResolutionHao He, Zongcai Du, Wenfeng Li · 2022 · IEEE International Conference on Acoustics Speech and Signal Processing
- What if Image Self-Similarity can be Better Exploited in Data Fidelity Terms?Ivan Pereira-Sánchez, Julia Navarro, Joan Duran · 2022 · Proceedings - International Conference on Image Processing
- Real Image Super-Resolution using GAN through modeling of LR and HR processRao Muhammad Umer, Christian Micheloni · 2022 · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
- MACFNet: multi-attention complementary fusion network for image denoisingJiaolong Yu, Juan Zhang, Yongbin Gao · 2022 · Applied Intelligence
- Double-Norm Constrained Image Denoising Algorithm Based on Dictionary Learning Sparsity and FCM Structure ClusteringChangpeng Ji, Lina He, Wei Dai · 2022 · IEEE Access
- Pan-sharpening of remote sensing images based on gradient projection and cross fusionZhixuan Li, Jinjiang Li, Zhen Hua · 2023 · International Journal of Remote Sensing
- Twofold dynamic attention guided deep network and noise-aware mechanism for image denoisingZihao Chen, Alex Noel Joseph Raj, Vijayarajan Rajangam, Wei Li, Vijayalakshmi G. V. Mahesh, Zhemin Zhuang · 2023 · Journal of King Saud University - Computer and Information Sciences
- Super-Resolution Reconstruction of Remote Sensing Images Based on Symmetric Local Fusion BlocksXinqiang Wang, Wenhuan Lu · 2023 · International Journal of Information Security and Privacy
- Learning Multi‐Scale Deep Image Prior for High‐Quality Unsupervised Image DenoisingHao Jiang, Qing Zhang, Yongwei Nie · 2022 · Computer Graphics Forum
- Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse ProblemsSamuel Hurault, Ulugbek S. Kamilov, Arthur Leclaire · 2023 · HAL (Le Centre pour la Communication Scientifique Directe)
- An adaptive CNN for image denoisingQi Zhang, Jingyu Xiao, Weiwei Wu, Shichao Zhang · 2023 · Multimedia Tools and Applications
- Plug-and-Play Reconstruction with 3D Deep Prior for Complex-Valued Near-Field MIMO ImagingOkyanus Oral, Figen S. Öktem · 2023 · European Signal Processing Conference (EUSIPCO)
- A pluggable single-image super-resolution algorithm based on second-order gradient lossShuran Lin, Chunjie Zhang, Yanwu Yang · 2023 · BenchCouncil Transactions on Benchmarks Standards and Evaluations
- FE-FAIR: Feature-Enhanced Fused Attention for Image Super-ResolutionAiying Guo, Kai Shen, Jingjing Liu · 2024 · Electronics
- Recovering a clean background: a new progressive multi-scale CNN for image denoisingJibin Deng, Chaohua Hu · 2024 · Signal Image and Video Processing
- A novel improved total variation algorithm for the elimination of scratch-type defects in high-voltage cable cross-sectionsAihua Yu, Lina Shan, Wen Jie Zhu · 2024 · PLoS ONE
- Restoration of Distorted Laser-Spot Image Based on Generative Adversarial NetworksShui-Qiu Diao, Jianjun Li, Rui Zhang · 2024 · International Conference on Communications, Circuits and Systems
- Iterative decoupling deconvolution network for image restorationYixing Ji, Shengjiang Kong, Weiwei Wang · 2024 · Journal of Visual Communication and Image Representation
- Image inpainting algorithm based on self-adaptive structural group sparse representationLibo Chen, Jin Wu · 2018 · IEEE Conference on Industrial Electronics and Applications (ICIEA)
- A learning based approach to additive, correlated noise removalJuha Tiirola · 2019 · Journal of Visual Communication and Image Representation
- Super-Resolution Based on Residual Dense Network for Agricultural ImageGuojiang Liu, Jiangshu Wei, Yu Michael Zhu · 2019 · Journal of Physics Conference Series
- Recurrent Attention Dense Network for Single Image De-RainingGuoqiang Chai, Zhaoba Wang, Guodong Guo · 2020 · IEEE Access
- Learning regularization parameters of inverse problems via deep neural networksBabak Maboudi Afkham, Julianne Chung, Matthias Chung · 2021 · Inverse Problems
- Deep Deblocker Driven Adaptive Iteration Scheme for Compressed Image RecoveryChao Ren, Xiaohai He, Linbo Qing · 2021 · IEEE International Conference on Multimedia and Expo (ICME)
- Scale Input Adapted Attention for Image Denoising Using a Densely Connected U-Net: SADE-NetVedat Acar, Ender M. Ekşioğlu · 2021 · Lecture notes in computer science
- Denoising Hyperspectral Imageries with Split-Bregman Iteration SchemeSatwinder Kaur, Bhawna Goyal, Ayush Dogra · 2022 · Lecture notes in networks and systems
- Digital Image Restoration in Matlab: A Case Study on Inverse and Wiener FilteringMohammad Mahmudur Rahman Khan, Shadman Sakib, Rezoana Bente Arif · 2019 · Preprints.org
- A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution NetworkChang Liu, Zhaowei Shang, Anyong Qin · 2018 · arXiv (Cornell University)
- Learning image from projection: a full-automatic reconstruction (FAR) net for sparse-views computed tomographyGenwei Ma, Yining Zhu, Xing Zhao · 2019 · arXiv (Cornell University)
- Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase RetrievalRakib Hyder, Viraj Shah, Chinmay Hegde · 2019 · arXiv (Cornell University)
- Multigrid Backprojection Super-Resolution and Deep Filter VisualizationPablo Navarrete Michelini, Hanwen Liu, Dan Yan Zhu · 2018 · arXiv (Cornell University)
- Bilevel Integrative Optimization for Ill-posed Inverse ProblemsRisheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang · 2019 · arXiv (Cornell University)
- Cartoon-Residual Image Decompositions with Application in Fingerprint RecognitionRobin Richter · 2019
- Memory-Efficient Hierarchical Neural Architecture Search for Image DenoisingHaokui Zhang, Li, Ying, Hao Chen · 2019 · arXiv (Cornell University)
- Reconstructing the Noise Manifold for Image DenoisingIoannis Marras, Grigorios G. Chrysos, Ioannis Alexiou · 2020 · arXiv (Cornell University)
- A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse ProblemsQingchao Zhang, Xiaojing Ye, Hongcheng Liu · 2020 · arXiv (Cornell University)
- Restore from Restored: Single Image Denoising with Pseudo Clean ImageSeunghwan Lee, Lee, Dongkyu, Donghyeon Cho · 2020 · arXiv (Cornell University)
- Learning Event-Based Motion DeblurringZhe Jiang, Yu Zhang, Dongqing Zou · 2020 · arXiv (Cornell University)
- MetaInv-Net: Meta Inversion Network for Sparse View CT Image ReconstructionHaimiao Zhang, Baodong Liu, Hengyong Yu · 2020 · arXiv (Cornell University)
- Concatenated Attention Neural Network for Image RestorationYingjie Tian, Yiqi Wang, Linrui Yang · 2020 · arXiv (Cornell University)
- Noise2Inpaint: Learning Referenceless Denoising by Inpainting UnrollingBurhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya · 2020 · arXiv (Cornell University)
- Fully Trainable and Interpretable Non-Local Sparse Models for Image RestorationBruno Lecouat, Jean Ponce, Julien Mairal · 2019 · arXiv (Cornell University)
- Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolutionJiang He, Jie Li, Qiangqiang Yuan · 2020 · arXiv (Cornell University)
- Joint Reconstruction and Calibration using Regularization by DenoisingXie, Mingyang, Yu Sun, Jiaming Liu, Brendt E. Wohlberg, Ulugbek S. Kamilov · 2020 · arXiv (Cornell University)
- Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level VisionRisheng Liu, Zhu Liu, Pan Mu · 2020 · arXiv (Cornell University)
- WITHDRAWN: Enhancement of resolution and image reconstruction in digital image correlationVeerraju Gampala, V. Jean Shilpa, Sajja Krishna Kishore · 2021 · Materials Today Proceedings · Retracted
- New Computational Techniques for a Faster Variation of BM3D Image DenoisingToby Sanders, Sean Larkin · 2021 · arXiv (Cornell University)
- Toward Interactive Modulation for Photo-Realistic Image RestorationHaoming Cai, Jingwen He, Yu Qiao · 2021 · arXiv (Cornell University)
- Image Denoising to enhance Character Recognition using Deep LearningVanlal ruata, J. Hussain · 2021 · Research Square
- High-dimensional Assisted Generative Model for Color Image RestorationHong, Kai, Chunhua Wu, Cailian Yang, Minghui Zhang, Yancheng Lu, Yuhao Wang, Qiegen Liu · 2021 · arXiv (Cornell University)
- Rethinking Deep Image Prior for DenoisingYeonsik Jo, Se Young Chun, Jonghyun Choi · 2021 · arXiv (Cornell University)
- On the Robustness and Generalization of Deep Learning Driven Full Waveform InversionChengyuan Deng, Youzuo Lin · 2021 · arXiv (Cornell University)
- Denoiser-Guided Image Deconvolution with Arbitrary Boundaries and Incomplete ObservationsLiangtian He, Shaobing Gao, Liang-Jian Deng · 2023 · SSRN Electronic Journal
- Rethinking Deep Image Prior for DenoisingJo, Yeon Sik, Se Young Chun, Choi, Jong Hyun · 2021 · Seoul National University Open Repository (Seoul National University)
- Patch Group-based Simultaneous Sparse Model for Image DenoisingWei Yuan, Lili Liang, Han Liu · 2021 · China Automation Congress (CAC)
- Blind Single Image Super-Resolution via Iterated Shared Prior LearningThomas Pinetz, Erich Kobler, Thomas Pock, Alexander Effland · 2022 · Lecture notes in computer science
- Distributed Radar Autofocus Imaging Using Deep PriorsHassan Mansour, Suhas Lohit, Petros T. Boufounos · 2022 · Proceedings - International Conference on Image Processing
- An Attention Based CNN with Temporal Hierarchical Deployment for AVS3 Inter In-loop FilteringYibing Fu, Shen Wang, Chen Zhu · 2022 · IEEE International Symposium on Circuits and Systems proceedings
- Learnable Nonlocal Contrastive Network for Single Image Super-ResolutionBinbin Xu, Yuhui Zheng · 2023 · Applied Sciences
- A Variational neural network for image restoration based on coupled regularizersGuangyu Yang, Weibo Wei, Zhenkuan Pan · 2023 · Multimedia Tools and Applications
- Lightweight Image Denoising Network for Multimedia Teaching SystemXuanyu Zhang, Chunwei Tian, Qi Zhang, Hong‐Seng Gan, Tongtong Cheng, Mohd Asrul Hery Ibrahim · 2023 · Mathematics
- Transformer-based dual path cross fusion for pansharpening remote sensing imagesZixu Li, Jinjiang Li, Lu Ren · 2024 · International Journal of Remote Sensing
- A Hybrid Framework of Dual-Domain Signal Restoration and Multi-depth Feature Reinforcement for Low-Dose Lung CT DenoisingJianning Chi, Zhiyi Sun, Shuyu Tian · 2024 · Journal of Imaging Informatics in Medicine
- Image Denoising Using Deblur Generative Adversarial Network Denoising U-NetB. Usha Rani, R. Aruna, P. Velrajkumar, N. Amuthan, N. Sivakumar · 2024 · Journal of Circuits Systems and Computers
- MSCNet: Multi-Scale Connected Network for Image DenoisingLijun Gao, Jin Xiao, Youzhi Zhang, Suran Wang, Zeyang Sun · 2024 · International Joint Conference on Neural Networks (IJCNN)
- Exploring Data Efficiency in Image Restoration: A Gaussian Denoising Case StudyZhengwei Yin, Mingze Ma, Guixu Lin, Yinqiang Zheng · 2024 · ACM International Conference on Multimedia (ACM MM)
- A multi‐path residual network for image denoising based on edge prior informationXuefei Bai, Yongsong Wan, Weiming Wang · 2024 · IET Image Processing
- Frequency Adapter and Spatial Prompt Network for All-in-One Blind Image RestorationShuoming Chen, Wenjie Pei, Yao Lu, Guangming Lu · 2024 · Lecture notes in computer science
- A Quick Overview of Recent Developments in Image Restoration using Machine learningNeelam Kumari, Isha Kansal, Preeti Sharma · 2024 · IEEE India Council International Subsections Conference (INDISCON)
- A Ground-Penetrating Radar Clutter Suppression Algorithm Integrating Signal Processing and Image FusionXiaosong Tang, Feng Yang, Xu Qiao · 2024 · IEEE Transactions on Geoscience and Remote Sensing