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"

29 / 29 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 97 1 0 03 Jan 2025
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 40 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 21 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 41 2 0 07 Nov 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 42 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 48 11 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 42 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 38 20 0 02 Jun 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 37 5 0 25 Apr 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 39 68 0 04 Mar 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 33 78 0 19 Feb 2022
Rethinking Noise Synthesis and Modeling in Raw Denoising Y. Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 25 65 0 10 Oct 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu Seung‐Won Jung 20 32 0 28 Jun 2021
R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network Jiang Hai Zhu Xuan Songchen Han Ren Yang Yutong Hao Fengzhu Zou Fang-Ju Lin 25 222 0 28 Jun 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 83 143 0 21 Apr 2021
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation Julian Mack Rossella Arcucci Miguel Molina-Solana Yi-Ke Guo 3DPC 50 34 0 06 Jan 2021
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 20 56 0 17 Dec 2020
FAN: Frequency Aggregation Network for Real Image Super-resolution Yingxue Pang Xin Li Xin Jin Yaojun Wu Jianzhao Liu Sen Liu Zhibo Chen 36 25 0 30 Sep 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 21 5 0 08 Aug 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 26 200 0 12 Jul 2020
Multi-scale Grouped Dense Network for VVC Intra Coding Xin Li Simeng Sun Zhizheng Zhang Zhibo Chen 18 20 0 16 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 31 19 0 06 May 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 31 6 0 03 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 16 182 0 26 Feb 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 30 315 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 43 38 0 08 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 32 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 30 9 0 18 Oct 2019
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018