Learning Enriched Features for Fast Image Restoration and Enhancement

19 April 2022

Salman Khan

Ming-Hsuan Yang

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Papers citing "Learning Enriched Features for Fast Image Restoration and Enhancement"

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Title
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yuanxing Zhang Sina Farsiu 91 1 0 10 May 2025
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 108 0 0 23 Apr 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring Hu Gao Depeng Dang 111 0 0 27 Feb 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 526 0 0 10 Feb 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 181 0 0 03 Jan 2025
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 105 3 0 05 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Qian Zhang Huan Zhang Lefei Zhang VLM 150 9 0 28 Aug 2024
Training Neural Networks on RAW and HDR Images for Restoration Tasks Lei Luo Alexandre Chapiro Xiaoyu Xiang Yuchen Fan Rakesh Ranjan Rafal Mantiuk Rafał K. Mantiuk 138 0 0 06 Dec 2023
Computer Vision Aided Blockage Prediction in Real-World Millimeter Wave Deployments Gouranga Charan Ahmed Alkhateeb 53 20 0 03 Mar 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 182 2,249 0 18 Nov 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 113 83 0 14 Sep 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 183 1,495 0 04 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 307 2,532 0 04 Jan 2021
Global Context Networks Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 89 98 0 24 Dec 2020
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 98 56 0 06 Dec 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 75 205 0 12 Jul 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 129 194 0 01 May 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 160 344 0 17 Mar 2020
Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 76 616 0 15 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 86 184 0 26 Feb 2020
Spatial-Adaptive Network for Single Image Denoising Meng Chang Qi Li H. Feng Zhi-hai Xu 59 153 0 28 Jan 2020
HighEr-Resolution Network for Image Demosaicing and Enhancing Kangfu Mei Juncheng Li Jiajie Zhang Haoyu Wu Jie Li Rui Huang 24 25 0 19 Nov 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 75 307 0 29 Aug 2019
Mix & Match: training convnets with mixed image sizes for improved accuracy, speed and scale resiliency Elad Hoffer Berry Weinstein Itay Hubara Tal Ben-Nun Torsten Hoefler Daniel Soudry 113 20 0 12 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 105 890 0 10 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 167 18,193 0 28 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 114 1,208 0 04 May 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 88 413 0 16 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 70 509 0 16 Apr 2019
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model Jianrui Cai Huiyu Zeng Hongwei Yong Zisheng Cao Lei Zhang SupR 84 514 0 01 Apr 2019
Residual Non-local Attention Networks for Image Restoration Yulun Zhang Kunpeng Li Kai Li Bineng Zhong Y. Fu SupR 70 677 0 24 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 94 2,038 0 15 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,063 0 25 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 88 1,443 0 16 Feb 2019
Residual Dense Network for Image Restoration Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 83 725 0 25 Dec 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 90 442 0 27 Nov 2018
Neural Nearest Neighbors Networks Tobias Plötz Stefan Roth 78 340 0 30 Oct 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 176 3,740 0 01 Sep 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 108 1,734 0 14 Aug 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 113 915 0 12 Jul 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 105 4,333 0 08 Jul 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships Yong-Jin Liu Ruiping Wang Shiguang Shan Xilin Chen ObjD 91 229 0 30 Jun 2018
Image Super-Resolution via Dual-State Recurrent Networks Wei Han Shiyu Chang Ding Liu Mo Yu Michael Witbrock Thomas S. Huang SupR 61 215 0 07 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 301 1,190 0 04 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 128 1,793 0 17 Apr 2018
Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning Jongchan Park Joon-Young Lee Donggeun Yoo In So Kweon OffRL 59 197 0 12 Apr 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network Zheng Hui Xiumei Wang Xinbo Gao SupR 66 727 0 26 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 92 1,125 0 23 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 480 13,194 0 07 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 98 1,104 0 06 Feb 2018