Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

50 / 324 papers shown

Title
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 29 12 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 27 195 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 24 2 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 27 22 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 35 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 31 22 0 06 Aug 2023
Recurrent Spike-based Image Restoration under General Illumination Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 25 6 0 06 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 2 0 01 Aug 2023
Visibility Enhancement for Low-light Hazy Scenarios Chaoqun Zhuang Yunfei Liu Sijia Wen Feng Lu DiffM 21 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 X. Yang Yuan Gu Qiang Li 27 19 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 19 25 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 25 15 0 31 Jul 2023
High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation Jiaqi Tang Xiaogang Xu Sixing Hu Yingke Chen 14 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 26 12 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 32 16 0 18 Jul 2023
Learning Degradation-Independent Representations for Camera ISP Pipelines Yanhui Guo Fangzhou Luo Xiaolin Wu 23 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 42 65 0 30 May 2023
Infrared Image Deturbulence Restoration Using Degradation Parameter-Assisted Wide & Deep Learning Yi Lu Yadong Wang Xingbo Jiang X. Bai 67 1 0 30 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 35 19 0 26 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 29 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 19 0 0 17 May 2023
CS-PCN: Context-Space Progressive Collaborative Network for Image Denoising Yuqi Jiang Chune Zhang Jiao Liu 22 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 16 9 0 17 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 24 14 0 08 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 27 59 0 07 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 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 11 14 0 19 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying Chen Guangwei Gao T. Zeng ViT 22 22 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 27 49 0 04 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 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 22 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 32 46 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 19 41 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 22 5 0 29 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi-Xin Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Jinwei Gu VGen 19 17 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 20 38 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 24 63 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 8 1 0 16 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 32 12 0 16 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 29 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 39 35 0 13 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong L. Kong Xiaokang Yang ViT 24 28 0 11 Mar 2023
Blind2Sound: Self-Supervised Image Denoising without Residual Noise Zejin Wang Jiazheng Liu Hao Zhai Hua Han 17 1 0 09 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Y. Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 91 60 0 06 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 24 15 0 27 Feb 2023
I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images Kanggeun Lee K. Lee Won-Ki Jeong 27 0 0 21 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 10 1 0 18 Feb 2023
Unsupervised Seismic Footprint Removal With Physical Prior Augmented Deep Autoencoder Feng Qian Yuehua Yue Yu He Hongtao Yu Yingjie Zhou Jinliang Tang Guang Hu 18 18 0 08 Feb 2023