v1v2 (latest)

NBNet: Noise Basis Learning for Image Denoising with Subspace Projection

Computer Vision and Pattern Recognition (CVPR), 2020

30 December 2020

Haoqiang Fan

Papers citing "NBNet: Noise Basis Learning for Image Denoising with Subspace Projection"

50 / 73 papers shown

Title
Blind-Spot Guided Diffusion for Self-supervised Real-World Denoising Shen Cheng Haipeng Li Haibin Huang Xiaohong Liu Shuaicheng Liu DiffM 124 0 0 19 Sep 2025
An Improved U-Net Model for Offline handwriting signature denoising Wanghui Xiao 116 0 0 01 Jul 2025
Zero-Shot Solving of Imaging Inverse Problems via Noise-Refined Likelihood Guided Diffusion Models Zhen Wang Hongyi Liu Zhihui Wei DiffM 132 0 0 16 Jun 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 430 6 0 03 Jan 2025
Realistic Noise Synthesis with Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 422 4 0 03 Jan 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2024 Longji Xu Hongyuan Wang Lizhi Wang Xinyu Wang Lin Zhu Wanxuan Lu Hua Huang 313 3 0 21 Dec 2024
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 313 4 0 10 Dec 2024
Video Denoising in Fluorescence Guided Surgery Trevor Seets Andreas Velten MedIm AI4CE 130 0 0 14 Nov 2024
DualDn: Dual-domain Denoising via Differentiable ISPEuropean Conference on Computer Vision (ECCV), 2024 Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Liang Feng Tianfan Xue 161 8 0 27 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image DenoisersEuropean Conference on Computer Vision (ECCV), 2024 Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 193 5 0 17 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 277 12 0 16 Sep 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for PansharpeningAAAI Conference on Artificial Intelligence (AAAI), 2024 Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 146 4 0 11 Sep 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image RestorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming-Hsuan Yang 276 2 0 17 Aug 2024
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets Ghazal Kaviani Reza Marzban Ghassan AlRegib 121 0 0 11 Aug 2024
Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion Xuan Liu Siqi Cai Qihua Zhou Song Guo Ruibin Li Kaiwei Lin DiffM AAML 184 0 0 07 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 171 2 0 26 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 158 7 0 12 Jun 2024
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels Bingyan Xie Yongpeng Wu Yuxuan Shi Wenjun Zhang Shuguang Cui Merouane Debbah 206 13 0 30 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyEngineering applications of artificial intelligence (EAAI), 2024 Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 187 12 0 02 May 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 196 8 0 15 Apr 2024
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image DenoisingAAAI Conference on Artificial Intelligence (AAAI), 2024 Junyi Li Zhilu Zhang W. Zuo 208 15 0 11 Apr 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 316 25 0 26 Jan 2024
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier DomainAAAI Conference on Artificial Intelligence (AAAI), 2024 Xuanhua He Tao Hu Guoli Wang Zejin Wang Run Wang ... Ziyi Chen Rui Li Chenjun Xie Jie Zhang Man Zhou 148 11 0 04 Jan 2024
UGPNet: Universal Generative Prior for Image RestorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 181 3 0 31 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 164 36 0 08 Dec 2023
A cross Transformer for image denoisingInformation Fusion (Inf. Fusion), 2023 Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 132 116 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 191 4 0 13 Oct 2023
Survey on Deep Face Restoration: From Non-blind to Blind and Beyond Wenjie Li Mei Wang Kai Zhang Juncheng Li Xiaoming Li Yuhang Zhang Guangwei Gao Weihong Deng Chia-Wen Lin CVBM 141 16 0 27 Sep 2023
Image Denoising via Style Disentanglement Jingwei Niu Junting Cheng Shan Tan 86 0 0 26 Sep 2023
Free Lunch for Gait Recognition: A Novel Relation DescriptorEuropean Conference on Computer Vision (ECCV), 2023 Jilong Wang Saihui Hou Yan Huang Chunshui Cao Xu Liu Yongzhen Huang Tianzhu Zhang Liang Wang CVBM 223 7 0 22 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial BranchesIEEE International Conference on Computer Vision (ICCV), 2023 X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 141 44 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 234 4 0 07 Aug 2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining Cheng-i Wang Wei Li 141 2 0 07 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image DenoisingIEEE International Conference on Computer Vision (ICCV), 2023 Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 162 47 0 31 Jul 2023
SAM-IQA: Can Segment Anything Boost Image Quality Assessment? Xinpeng Li Ting Jiang Haoqiang Fan Shuaicheng Liu VLM 139 2 0 10 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 228 1 0 08 Jul 2023
Crowd-Powered Photo Enhancement Featuring an Active Learning Based Local Filter Satoshi Kosugi T. Yamasaki 233 4 0 15 Jun 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 245 23 0 08 May 2023
Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided RestorationInternational Journal of Computer Vision (IJCV), 2023 Weng-Tai Su Yi-Chun Hung Po-Jen Yu Shang-Hua Yang Chia-Wen Lin 74 10 0 28 Apr 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 184 6 0 20 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 235 12 0 18 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 153 155 0 17 Apr 2023
Spectral Enhanced Rectangle Transformer for Hyperspectral Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Miaoyu Li Ji Liu Ying Fu Yulun Zhang Dejing Dou ViT 92 86 0 03 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Zichun Wang Ying Fu Ji Liu Yulun Zhang 156 67 0 02 Apr 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World ScenariosComputer Vision and Pattern Recognition (CVPR), 2023 Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 278 17 0 29 Mar 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Junyi Li Zhilu Zhang Xiaoyu Liu Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 150 55 0 27 Mar 2023
Masked Image Training for Generalizable Deep Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Zhaodong Sun Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 145 102 0 23 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency PriorAAAI Conference on Artificial Intelligence (AAAI), 2022 Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 127 37 0 13 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image DenoisingInternational Conference on Learning Representations (ICLR), 2023 Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Yunbo Wang ViT 146 40 0 11 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Jiaming Song 239 75 0 06 Mar 2023