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Neural Blind Deconvolution Using Deep Priors

Computer Vision and Pattern Recognition (CVPR), 2019

6 August 2019

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Papers citing "Neural Blind Deconvolution Using Deep Priors"

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Title
DeblurSDI: Blind Image Deblurring Using Self-diffusion Yanlong Yang Guanxiong Luo DiffM 28 0 0 31 Oct 2025
MoTDiff: High-resolution Motion Trajectory estimation from a single blurred image using Diffusion models Wontae Choi Jaelin Lee Hyung Sup Yun Byeungwoo Jeon Il Yong Chun DiffM 45 0 0 30 Oct 2025
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution Marcos V. Conde Radu Timofte Z. Lu Xiangyu Kong Xiaoxia Xing ... Heng Sun Yubo Wang Jinghua Wang Jiajie Lu Watchara Ruangsan SupR 141 23 0 02 Jun 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring Jixiang Sun Fei Lei Jiawei Zhang Wenxiu Sun Yujiu Yang 109 0 0 20 Apr 2025
AstroClearNet: Deep image prior for multi-frame astronomical image restorationAstronomy and Computing (Astron. Comput.), 2025 Yashil Sukurdeep Fausto Navarro T. Budavári 93 2 0 08 Apr 2025
Invert2Restore: Zero-Shot Degradation-Blind Image Restoration Hamadi Chihaoui Paolo Favaro DiffM 127 1 0 27 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image RestorationInternational Conference on Learning Representations (ICLR), 2024 Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 258 9 0 20 Feb 2025
Unpaired Deblurring via Decoupled Diffusion Model Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 192 1 0 03 Feb 2025
Passive Non-Line-of-Sight Imaging with Light Transport ModulationIEEE Transactions on Image Processing (IEEE TIP), 2023 Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 325 6 0 03 Jan 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and DeblurringIEEE Transactions on Image Processing (TIP), 2024 Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 223 4 0 10 Dec 2024
A Modular Conditional Diffusion Framework for Image ReconstructionNeural Information Processing Systems (NeurIPS), 2024 Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 109 2 0 08 Nov 2024
TV-based Deep 3D Self Super-Resolution for fMRIIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Fernando Pérez-Bueno Hongwei Bran Li Shahin Nasr C. Caballero-Gaudes Cesar Caballero-Gaudes Juan Eugenio Iglesias SupR 147 0 0 05 Oct 2024
SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter Correction Wei Shang Dongwei Ren Wanying Zhang Qilong Wang Pengfei Zhu W. Zuo 112 0 0 21 Aug 2024
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding Jiangtao Zhang Zongsheng Yue Hui Wang Qian Zhao Deyu Meng VLM 122 4 0 20 Jul 2024
Spatially-Variant Degradation Model for Dataset-free Super-resolution Shaojie Guo Haofei Song Qingli Li Yan Wang 85 1 0 11 Jul 2024
Blind Inversion using Latent Diffusion Priors Weimin Bai Siyi Chen Wenzheng Chen He Sun DiffM 155 6 0 01 Jul 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation Jingyuan Xia Zhixiong Yang Shengxi Li Shuanghui Zhang Yaowen Fu Deniz Gündüz Xiang Li SupR BDL 95 39 0 13 Jun 2024
Blind Image Restoration via Fast Diffusion Inversion Hamadi Chihaoui Abdelhak Lemkhenter Paolo Favaro 156 13 0 29 May 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models Hengkang Wang Xu Zhang Taihui Li Yuxiang Wan Tiancong Chen Ju Sun DiffM 205 27 0 27 May 2024
Reconstructing Satellites in 3D from Amateur Telescope Images Zhiming Chang Boyang Liu Yifei Xia Youming Guo Boxin Shi He Sun 3DGS 365 2 0 29 Apr 2024
Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning Taichi Sakaguchi Akira Taniguchi Y. Hagiwara Lotfi El Hafi Shoichi Hasegawa T. Taniguchi 111 0 0 15 Apr 2024
Robust Gaussian Splatting François Darmon Lorenzo Porzi Samuel Rota Buló Peter Kontschieder 3DGS 154 18 0 05 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 198 0 0 05 Apr 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 123 9 0 24 Mar 2024
PI-AstroDeconv: A Physics-Informed Unsupervised Learning Method for Astronomical Image Deconvolution Shulei Ni Yisheng Qiu Yunchun Chen Zihao Song Hao Chen Xuejian Jiang Huaxi Chen 86 1 0 04 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 205 3 0 28 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 123 5 0 24 Feb 2024
Deblurring 3D Gaussian SplattingEuropean Conference on Computer Vision (ECCV), 2024 Byeonghyeon Lee Howoong Lee Xiangyu Sun Usman Ali Eunbyung Park 3DGS 200 62 0 01 Jan 2024
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness PriorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Byeonghyeon Lee Howoong Lee Usman Ali Eunbyung Park 137 13 0 01 Jan 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 112 9 0 24 Dec 2023
Video Dynamics Prior: An Internal Learning Approach for Robust Video EnhancementsNeural Information Processing Systems (NeurIPS), 2023 Gaurav Shrivastava Ser-Nam Lim Abhinav Shrivastava 93 11 0 13 Dec 2023
OASIS: Offsetting Active Reconstruction Attacks in Federated LearningIEEE International Conference on Distributed Computing Systems (ICDCS), 2023 Tre' R. Jeter Truc D. T. Nguyen Raed Alharbi My T. Thai AAML 127 0 0 23 Nov 2023
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation Tingting Wu Zhiyan Du Zhi Li Feng-Lei Fan Tieyong Zeng 164 2 0 30 Oct 2023
Learning Lens Blur FieldsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Esther Y. H. Lin Zhecheng Wang Rebecca Lin Daniel Miau Florian Kainz Jiawen Chen Xuaner Cecilia Zhang David B. Lindell Kiriakos N. Kutulakos 112 7 0 17 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 116 2 0 07 Oct 2023
Leveraging Classic Deconvolution and Feature Extraction in Zero-Shot Image Restoration Tomás Chobola Gesine Müller V. Dausmann Anton Theileis J. Taucher Jan Huisken Tingying Peng 151 2 0 03 Oct 2023
Joint Demosaicing and Denoising with Double Deep Image PriorsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Taihui Li Anish Lahiri Yutong Dai Owen Mayer 83 5 0 18 Sep 2023
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yujie Feng Yin Yang Xiaohong Fan Zhengpeng Zhang Jianping Zhang 154 6 0 14 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video DeblurringInformation Sciences (Inf. Sci.), 2023 Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 87 9 0 13 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Charles Laroche Andrés Almansa Eva Coupeté DiffM 179 36 0 01 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super ResolutionInternational Journal of Computer Vision (IJCV), 2023 Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 125 25 0 17 Aug 2023
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility EnhancementInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Wanyu Wu Wei Wang Zheng Wang Kui Jiang Xin Xu 121 7 0 31 Jul 2023
Learning Image-Adaptive Codebooks for Class-Agnostic Image RestorationIEEE International Conference on Computer Vision (ICCV), 2023 Kechun Liu Yitong Jiang Inchang Choi Liang Feng 169 16 0 10 Jun 2023
Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images AliveIEEE International Conference on Computer Vision (ICCV), 2023 Wei Shang Dongwei Ren Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 152 8 0 31 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 126 5 0 23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 162 10 0 22 May 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse ProblemsNeural Information Processing Systems (NeurIPS), 2023 Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 195 12 0 22 May 2023
Mobile Image Restoration via Prior QuantizationPattern Recognition Letters (PR), 2023 Shiqi Chen Jin Zhou Menghao Li Yue-ting Chen Tingting Jiang 80 11 0 10 May 2023
Computational Optics for Mobile Terminals in Mass ProductionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shiqi Chen Ting Lin H. Feng Zhi-hai Xu Qi Li Yue-ting Chen 98 25 0 10 May 2023
Optical Aberration Correction in Postprocessing using Imaging SimulationACM Transactions on Graphics (TOG), 2021 Shiqi Chen H. Feng Dexin Pan Zhi-hai Xu Qi Li Yue-ting Chen 101 46 0 10 May 2023