GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling

27 May 2019

Papers citing "GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling"

20 / 20 papers shown

Title
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 79 1 0 03 Jan 2025
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 32 14 0 08 Jul 2024
Learn to See Faster: Pushing the Limits of High-Speed Camera with Deep Underexposed Image Denoising Weihao Zhuang T. Hascoet R. Takashima T. Takiguchi 13 0 0 29 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
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
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 24 20 0 02 Jun 2022
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression A. B. Koyuncu Han Gao Atanas Boev Georgii Gaikov Elena Alshina Eckehard Steinbach ViT 31 68 0 04 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
Rethinking Noise Synthesis and Modeling in Raw Denoising Y. Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 21 64 0 10 Oct 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
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 9 199 0 12 Jul 2020
Multi-scale Grouped Dense Network for VVC Intra Coding Xin Li Simeng Sun Zhizheng Zhang Zhibo Chen 10 20 0 16 May 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 21 6 0 03 Mar 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 12 314 0 15 Dec 2019
AIM 2019 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis Bolun Zheng ... Sourya Dipta Das Kuldeep Purohit Praveen Kandula Maitreya Suin A. N. Rajagopalan 35 38 0 08 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 24 31 0 06 Nov 2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images Bin Zhang Shenyao Jin Yili Xia Yongming Huang Zixiang Xiong 16 9 0 18 Oct 2019
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 173 1,165 0 04 May 2018