Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

12 July 2020

Lei Zhang

Papers citing "Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation"

37 / 87 papers shown

Title
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 24 12 0 14 Nov 2022
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 28 2 0 07 Nov 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 27 11 0 23 Sep 2022
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data Rihuan Ke 14 1 0 19 Sep 2022
Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising Jiezhang Cao Qin Wang Jingyun Liang Yulun Zhang K. Zhang Radu Timofte Luc Van Gool 21 7 0 25 Aug 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 31 11 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 32 3 0 23 Jul 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 55 15 0 22 Jul 2022
Thunder: Thumbnail based Fast Lightweight Image Denoising Network Yifeng Zhou Xing Xu Shuaicheng Liu Guoqing Wang Huimin Lu Heng Tao Shen 37 4 0 24 May 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 26 182 0 28 Apr 2022
Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? Valéry Dewil Aranud Barral Gabriele Facciolo Pablo Arias 22 5 0 25 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 21 22 0 21 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao SupR 10 400 0 19 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 18 64 0 06 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 24 23 0 03 Apr 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network Wooseok Lee Sanghyun Son Kyoung Mu Lee 22 116 0 22 Mar 2022
Selective Residual M-Net for Real Image Denoising Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 26 20 0 03 Mar 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 25 78 0 19 Feb 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 23 463 0 09 Jan 2022
A comparison study of CNN denoisers on PRNU extraction Hui Zeng M. Hosseini Kang Deng Anjie Peng M. Goljan 22 1 0 06 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 32 2,120 0 18 Nov 2021
Training Generative Adversarial Networks with Adaptive Composite Gradient Huiqing Qi Fang Li Shengli Tan Xiangyun Zhang GAN 21 3 0 10 Nov 2021
Self-Verification in Image Denoising Huangxing Lin Yihong Zhuang Delu Zeng Yue Huang Xinghao Ding John Paisley DiffM 14 1 0 01 Nov 2021
Dynamic Slimmable Denoising Network Zutao Jiang Changlin Li Xiaojun Chang Jihua Zhu Yi Yang AI4CE 4 15 0 17 Oct 2021
Deep Image Debanding Raymond Zhou Shahrukh Athar Zhongling Wang Zhou Wang 14 3 0 16 Oct 2021
Rethinking Noise Synthesis and Modeling in Raw Denoising Y. Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 21 64 0 10 Oct 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Andrew Zhang Zhuoyuan Wu DiffM 61 81 0 14 Sep 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 34 1,368 0 06 Jun 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie M. Zhang Xiaojie Chu Chengpeng Chen 11 467 0 13 May 2021
Invertible Denoising Network: A Light Solution for Real Noise Removal Yang Liu Zhenyue Qin Saeed Anwar Pan Ji Dongwoo Kim Sabrina Caldwell Tom Gedeon 70 143 0 21 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 25 7 0 06 Apr 2021
Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser Yue Cao Xiaohe Wu Shuran Qi Xiao-Chang Liu Zhongqin Wu W. Zuo 31 13 0 18 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 107 187 0 30 Dec 2020
Adaptive noise imitation for image denoising Huangxing Lin Yihong Zhuang Yue Huang Xinghao Ding Yizhou Yu Xiaoqing Liu John Paisley 12 0 0 30 Nov 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 11 10 0 06 Nov 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 25 11 0 25 Aug 2020