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
RealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning Gang He S. Wang K. Xu Lin Zhang 39 0 0 12 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 50 0 0 07 May 2025
Multi-View Learning with Context-Guided Receptance for Image Denoising Binghong Chen Tingting Chai Wei Jiang Yuanrong Xu Guanglu Zhou Xiangqian Wu 48 0 0 05 May 2025
Enhancing Object Detection Accuracy in Underwater Sonar Images through Deep Learning-based Denoising Ziyu Wang Tao Xue Yanbin Wang J. Li Haibin Zhang Zhiqiang Xu Gaofei Xu 67 0 0 03 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 93 3 0 20 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 41 0 0 18 Feb 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 81 1 0 03 Jan 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 78 1 0 10 Dec 2024
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 88 0 0 06 Dec 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 37 1 0 12 Nov 2024
Chasing Better Deep Image Priors between Over- and Under-parameterization Qiming Wu Xiaohan Chen Yifan Jiang Zhangyang Wang 59 1 0 31 Oct 2024
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-Resolution Zhicheng Zhao Juanjuan Gu Chenglong Li Chun Wang Zhongling Huang Jin Tang DRL 18 0 0 27 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video Marco Sánchez-Beeckman Antoni Buades Nicola Brandonisio Bilel Kanoun 28 0 0 03 Oct 2024
DualDn: Dual-domain Denoising via Differentiable ISP Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Jinwei Gu Tianfan Xue 33 2 0 27 Sep 2024
Conditional Generative Denoiser for Nighttime UAV Tracking Yucheng Wang Changhong Fu Kunhan Lu L. Yao Haobo Zuo ViT 29 0 0 25 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 60 0 0 06 Sep 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming Yang 32 1 0 17 Aug 2024
How to Best Combine Demosaicing and Denoising? Yu Guo Qiyu Jin Jean-Michel Morel Gabriele Facciolo 31 2 0 13 Aug 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 37 0 0 12 Aug 2024
Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates Arnisha Khondaker Nilanjan Ray 19 0 0 23 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 36 3 0 09 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 57 5 0 01 Jul 2024
Incorporating Degradation Estimation in Light Field Spatial Super-Resolution Zeyu Xiao Zhiwei Xiong 16 3 0 11 May 2024
CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task Kangzhen Yang Tao Hu Kexin Dai Genggeng Chen Yu Cao Wei Dong Peng Wu Yanning Zhang Qingsen Yan 41 2 0 22 Apr 2024
WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion Bin Wang Fei Deng Peifan Jiang Shuang Wang Xiao Han Zhixuan Zhang MedIm 23 6 0 15 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 37 0 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 39 4 0 31 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 1 0 26 Mar 2024
Distilling Semantic Priors from SAM to Efficient Image Restoration Models Quan Zhang Xiaoyu Liu Wei Li Hanting Chen Junchao Liu Jie Hu Zhiwei Xiong Chun Yuan Yunhe Wang 24 14 0 25 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 35 12 0 22 Mar 2024
Powerful Lossy Compression for Noisy Images Shi-zhong Cai Xiaoguo Liang Shuning Cao Luxin Yan Sheng Zhong Liqun Chen Xu Zou SupR 24 1 0 21 Mar 2024
Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses Jianxin Lei Chengcai Xu Langqing Shi Junhui Hou Ping Zhou 28 1 0 29 Feb 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 20 1 0 29 Feb 2024
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain Qunliang Xing Mai Xu Shengxi Li Xin Deng Meisong Zheng Huaida Liu Ying Chen 37 2 0 27 Feb 2024
Color Image Denoising Using The Green Channel Prior Zhaoming Kong Xiaowei Yang 28 0 0 13 Feb 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 24 0 0 24 Jan 2024
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining Bingcai Wei 20 0 0 16 Jan 2024
Low-light Stereo Image Enhancement and De-noising in the Low-frequency Information Enhanced Image Space Minghua Zhao Xiangdong Qin Shuangli Du Xuefei Bai Jiahao Lyu Yiguang Liu 16 4 0 15 Jan 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 19 1 0 05 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 21 3 0 28 Dec 2023
Toward Accurate and Temporally Consistent Video Restoration from Raw Data Shi Guo Jianqi Ma Xi Yang Zhengqiang Zhang Lei Zhang VGen 27 0 0 25 Dec 2023
NM-FlowGAN: Modeling sRGB Noise with a Hybrid Approach based on Normalizing Flows and Generative Adversarial Networks Young Joo Han Ha-Jin Yu 36 0 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 56 2 0 15 Dec 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 22 9 0 27 Oct 2023
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 13 16 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 36 1 0 13 Oct 2023
Image Denoising via Style Disentanglement Jingwei Niu Junting Cheng Shan Tan 19 0 0 26 Sep 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 21 2 0 16 Sep 2023