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Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

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Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

50 / 326 papers shown

Title
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 56 20 0 16 Oct 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 93 2 0 13 Oct 2023
Image Denoising via Style Disentanglement Jingwei Niu Junting Cheng Shan Tan 56 0 0 26 Sep 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 97 2 0 16 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 97 14 0 06 Sep 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 132 212 0 29 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 89 3 0 17 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 66 29 0 13 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 103 3 0 07 Aug 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 89 23 0 06 Aug 2023
Recurrent Spike-based Image Restoration under General Illumination Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 63 6 0 06 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 88 2 0 01 Aug 2023
Visibility Enhancement for Low-light Hazy Scenarios Chaoqun Zhuang Yunfei Liu Sijia Wen Feng Lu DiffM 41 0 0 01 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 74 28 0 31 Jul 2023
Towards General Low-Light Raw Noise Synthesis and Modeling Feng Zhang Bin Xu Zhiqiang Li Xinran Liu Qingbo Lu Changxin Gao Nong Sang DiffM 96 17 0 31 Jul 2023
High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation Jiaqi Tang Xiaogang Xu Sixing Hu Yingke Chen 66 0 0 31 Jul 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 90 15 0 27 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 60 18 0 18 Jul 2023
Learning Degradation-Independent Representations for Camera ISP Pipelines Yanhui Guo Fangzhou Luo Xiaolin Wu 64 6 0 03 Jul 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 132 76 0 30 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 95 20 0 26 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 108 14 0 24 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 89 8 0 22 May 2023
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-Regulation Xiao-Fang Liu Jiaxin Gao Xin-Yue Fan Risheng Liu 38 0 0 17 May 2023
CS-PCN: Context-Space Progressive Collaborative Network for Image Denoising Yuqi Jiang Chune Zhang Jiao Liu 43 0 0 17 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 60 11 0 17 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 115 17 0 08 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 67 75 0 07 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 128 8 0 01 May 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network Y. Jang Keun-Ohk Lee G. Park Seyun Kim N. Cho 70 18 0 19 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 103 7 0 18 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying-Cong Chen Guangwei Gao T. Zeng ViT 108 29 0 13 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 93 57 0 04 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 109 57 0 04 Apr 2023
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 45 3 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 120 49 0 04 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising Zichun Wang Ying Fu Ji Liu Yulun Zhang 101 45 0 02 Apr 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 128 8 0 29 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 61 19 0 29 Mar 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising Junyi Li Zhilu Zhang Xiaoyu Liu Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 88 41 0 27 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 79 68 0 23 Mar 2023
Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction Johannes M. Thalhammer M. Schultheiss Tina Dorosti Tobias Lasser F. Pfeiffer Daniela Pfeiffer F. Schaff 47 1 0 16 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 94 12 0 16 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 75 15 0 13 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 85 36 0 13 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Xiaokang Yang ViT 91 29 0 11 Mar 2023
Blind2Sound: Self-Supervised Image Denoising without Residual Noise Zejin Wang Jiazheng Liu Hao Zhai Hua Han 85 1 0 09 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 133 62 0 06 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 87 15 0 27 Feb 2023