CycleISP: Real Image Restoration via Improved Data Synthesis

17 March 2020

Salman Khan

Ming-Hsuan Yang

Papers citing "CycleISP: Real Image Restoration via Improved Data Synthesis"

50 / 50 papers shown

Title
Neural Augmentation Based Panoramic High Dynamic Range Stitching Chaobing Zheng Yilun Xu Weihai Chen Shiqian Wu Sen Zhang Zhengguo Li 86 0 0 24 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 79 1 0 03 Jan 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han J. Han Mamba 70 1 0 03 Jan 2025
Modeling Electromagnetic Signal Injection Attacks on Camera-based Smart Systems: Applications and Mitigation Youqian Zhang Michael Cheung Chunxi Yang Xinwei Zhai Zitong Shen Xinyu Ji Eugene Y. Fu Sze-Yiu Chau Xiapu Luo AAML 43 1 0 09 Aug 2024
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
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 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
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 35 0 0 23 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 27 11 0 26 Jan 2024
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 54 2 0 15 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 32 0 0 02 Dec 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Jinwei Gu DiffM 22 4 0 19 Sep 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 22 22 0 13 Aug 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 29 5 0 18 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 25 59 0 07 May 2023
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution Mehran Jeelani Sadbhawna N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal 83 10 0 04 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 43 6 0 01 May 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 26 14 0 19 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 21 1 0 31 Jan 2023
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi 29 17 0 28 Oct 2022
Single-Image HDR Reconstruction by Multi-Exposure Generation Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 29 24 0 28 Oct 2022
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement Jinha Kim Jun Jiang Jinwei Gu 21 2 0 20 Oct 2022
Reversing Image Signal Processors by Reverse Style Transferring Furkan Kinli B. Özcan Mustafa Furkan Kıraç 27 3 0 17 Oct 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results Furkan Kinli Sami Mentecs Barics Ozcan Furkan Kiracc Radu Timofte ... Sungjun Kim Guisik Kim Seohyeon Lee S. Nathan Priya Kansal 33 10 0 17 Oct 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 17 0 0 28 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
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 19 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 40 39 0 03 Jul 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 26 182 0 28 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
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild A. S. Tripathi Martin Danelljan Samarth Shukla Radu Timofte Luc Van Gool 25 9 0 20 Mar 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 17 28 0 19 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
Towards Low Light Enhancement with RAW Images Haofeng Huang Wenhan Yang Yueyu Hu Jiaying Liu Ling-yu Duan 16 52 0 28 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 17 87 0 08 Dec 2021
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 13 9 0 03 Dec 2021
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Y. Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 17 55 0 29 Nov 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
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 16 41 0 18 Aug 2021
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise Jaeseok Byun Sungmin Cha Taesup Moon 28 42 0 23 May 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 Image Signal Processing Yazhou Xing Zian Qian Qifeng Chen 18 112 0 28 Mar 2021
COLA-Net: Collaborative Attention Network for Image Restoration Chong Mou Jian Zhang Xiaopeng Fan Hangfan Liu Ronggang Wang 18 74 0 10 Mar 2021
Robust Reflection Removal with Reflection-free Flash-only Cues Chenyang Lei Qifeng Chen 24 43 0 07 Mar 2021
Feature-Align Network with Knowledge Distillation for Efficient Denoising Lucas D. Young F. Reda Rakesh Ranjan Jon Morton Jun Hu Y. Ling Xiaoyu Xiang David Liu Vikas Chandra 30 3 0 02 Mar 2021
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang W. Yu Pengfei Xian Jingjing Xiong 19 23 0 23 Nov 2020
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 181 1,165 0 04 May 2018
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016