CVPR 2020 Open Access Repository

New Trends in Image Restoration and Enhancement

NTIRE 2020 Challenge on Image and Video Deblurring: Seungjun Nah,

Sanghyun Son,

Radu Timofte,

Kyoung Mu Lee; [pdf]
[bibtex]
@InProceedings{Nah_2020_CVPR_Workshops,
author = {Nah, Seungjun and Son, Sanghyun and Timofte, Radu and Lee, Kyoung Mu},
title = {NTIRE 2020 Challenge on Image and Video Deblurring},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Rendering Natural Camera Bokeh Effect With Deep Learning: Andrey Ignatov,

Jagruti Patel,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Ignatov_2020_CVPR_Workshops,
author = {Ignatov, Andrey and Patel, Jagruti and Timofte, Radu},
title = {Rendering Natural Camera Bokeh Effect With Deep Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Deep Wavelet Network With Domain Adaptation for Single Image Demoireing: Xiaotong Luo,

Jiangtao Zhang,

Ming Hong,

Yanyun Qu,

Yuan Xie,

Cuihua Li; [pdf]
[bibtex]
@InProceedings{Luo_2020_CVPR_Workshops,
author = {Luo, Xiaotong and Zhang, Jiangtao and Hong, Ming and Qu, Yanyun and Xie, Yuan and Li, Cuihua},
title = {Deep Wavelet Network With Domain Adaptation for Single Image Demoireing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Hierarchical Regression Network for Spectral Reconstruction From RGB Images: Yuzhi Zhao,

Lai-Man Po,

Qiong Yan,

Wei Liu,

Tingyu Lin; [pdf] [supp] [video]
[bibtex]
@InProceedings{Zhao_2020_CVPR_Workshops,
author = {Zhao, Yuzhi and Po, Lai-Man and Yan, Qiong and Liu, Wei and Lin, Tingyu},
title = {Hierarchical Regression Network for Spectral Reconstruction From RGB Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Investigating Loss Functions for Extreme Super-Resolution: Younghyun Jo,

Sejong Yang,

Seon Joo Kim; [pdf]
[bibtex]
@InProceedings{Jo_2020_CVPR_Workshops,
author = {Jo, Younghyun and Yang, Sejong and Kim, Seon Joo},
title = {Investigating Loss Functions for Extreme Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
C3Net: Demoireing Network Attentive in Channel, Color and Concatenation: Sangmin Kim,

Hyungjoon Nam,

Jisu Kim,

Jechang Jeong; [pdf]
[bibtex]
@InProceedings{Kim_2020_CVPR_Workshops,
author = {Kim, Sangmin and Nam, Hyungjoon and Kim, Jisu and Jeong, Jechang},
title = {C3Net: Demoireing Network Attentive in Channel, Color and Concatenation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Guided Frequency Separation Network for Real-World Super-Resolution: Yuanbo Zhou,

Wei Deng,

Tong Tong,

Qinquan Gao; [pdf]
[bibtex]
@InProceedings{Zhou_2020_CVPR_Workshops,
author = {Zhou, Yuanbo and Deng, Wei and Tong, Tong and Gao, Qinquan},
title = {Guided Frequency Separation Network for Real-World Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Trident Dehazing Network: Jing Liu,

Haiyan Wu,

Yuan Xie,

Yanyun Qu,

Lizhuang Ma; [pdf]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Jing and Wu, Haiyan and Xie, Yuan and Qu, Yanyun and Ma, Lizhuang},
title = {Trident Dehazing Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Densely Self-Guided Wavelet Network for Image Denoising: Wei Liu,

Qiong Yan,

Yuzhi Zhao; [pdf]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Wei and Yan, Qiong and Zhao, Yuzhi},
title = {Densely Self-Guided Wavelet Network for Image Denoising},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
MMDM: Multi-Frame and Multi-Scale for Image Demoireing: Shuai Liu,

Chenghua Li,

Nan Nan,

Ziyao Zong,

Ruixia Song; [pdf]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Shuai and Li, Chenghua and Nan, Nan and Zong, Ziyao and Song, Ruixia},
title = {MMDM: Multi-Frame and Multi-Scale for Image Demoireing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Real-World Super-Resolution Using Generative Adversarial Networks: Haoyu Ren,

Amin Kheradmand,

Mostafa El-Khamy,

Shuangquan Wang,

Dongwoon Bai,

Jungwon Lee; [pdf]
[bibtex]
@InProceedings{Ren_2020_CVPR_Workshops,
author = {Ren, Haoyu and Kheradmand, Amin and El-Khamy, Mostafa and Wang, Shuangquan and Bai, Dongwoon and Lee, Jungwon},
title = {Real-World Super-Resolution Using Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution: Rao Muhammad Umer,

Gian Luca Foresti,

Christian Micheloni; [pdf]
[bibtex]
@InProceedings{Umer_2020_CVPR_Workshops,
author = {Umer, Rao Muhammad and Foresti, Gian Luca and Micheloni, Christian},
title = {Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Perceptual Extreme Super-Resolution Network With Receptive Field Block: Taizhang Shang,

Qiuju Dai,

Shengchen Zhu,

Tong Yang,

Yandong Guo; [pdf]
[bibtex]
@InProceedings{Shang_2020_CVPR_Workshops,
author = {Shang, Taizhang and Dai, Qiuju and Zhu, Shengchen and Yang, Tong and Guo, Yandong},
title = {Perceptual Extreme Super-Resolution Network With Receptive Field Block},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder: Zhi-Song Liu,

Zhi-Song Liu,

Wan-Chi Siu,

Li-Wen Wang,

Chu-Tak Li,

Marie-Paule Cani; [pdf] [supp]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Zhi-Song and Liu, Zhi-Song and Siu, Wan-Chi and Wang, Li-Wen and Li, Chu-Tak and Cani, Marie-Paule},
title = {Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NH-HAZE: An Image Dehazing Benchmark With Non-Homogeneous Hazy and Haze-Free Images: Codruta O. Ancuti,

Cosmin Ancuti,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Ancuti_2020_CVPR_Workshops,
author = {Ancuti, Codruta O. and Ancuti, Cosmin and Timofte, Radu},
title = {NH-HAZE: An Image Dehazing Benchmark With Non-Homogeneous Hazy and Haze-Free Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Spectral Reconstruction From an RGB Image: Boaz Arad,

Radu Timofte,

Ohad Ben-Shahar,

Yi-Tun Lin,

Graham D. Finlayson; [pdf]
[bibtex]
@InProceedings{Arad_2020_CVPR_Workshops,
author = {Arad, Boaz and Timofte, Radu and Ben-Shahar, Ohad and Lin, Yi-Tun and Finlayson, Graham D.},
title = {NTIRE 2020 Challenge on Spectral Reconstruction From an RGB Image},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Real Image Denoising Based on Multi-Scale Residual Dense Block and Cascaded U-Net With Block-Connection: Long Bao,

Zengli Yang,

Shuangquan Wang,

Dongwoon Bai,

Jungwon Lee; [pdf]
[bibtex]
@InProceedings{Bao_2020_CVPR_Workshops,
author = {Bao, Long and Yang, Zengli and Wang, Shuangquan and Bai, Dongwoon and Lee, Jungwon},
title = {Real Image Denoising Based on Multi-Scale Residual Dense Block and Cascaded U-Net With Block-Connection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Ensemble Dehazing Networks for Non-Homogeneous Haze: Mingzhao Yu,

Venkateswararao Cherukuri,

Tiantong Guo,

Vishal Monga; [pdf]
[bibtex]
@InProceedings{Yu_2020_CVPR_Workshops,
author = {Yu, Mingzhao and Cherukuri, Venkateswararao and Guo, Tiantong and Monga, Vishal},
title = {Ensemble Dehazing Networks for Non-Homogeneous Haze},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NonLocal Channel Attention for NonHomogeneous Image Dehazing: Kareem Metwaly,

Xuelu Li,

Tiantong Guo,

Vishal Monga; [pdf] [supp]
[bibtex]
@InProceedings{Metwaly_2020_CVPR_Workshops,
author = {Metwaly, Kareem and Li, Xuelu and Guo, Tiantong and Monga, Vishal},
title = {NonLocal Channel Attention for NonHomogeneous Image Dehazing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction: Jie Cai,

Zibo Meng,

Chiu Man Ho; [pdf]
[bibtex]
@InProceedings{Cai_2020_CVPR_Workshops,
author = {Cai, Jie and Meng, Zibo and Ho, Chiu Man},
title = {Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Unsupervised Real-World Super Resolution With Cycle Generative Adversarial Network and Domain Discriminator: Gwantae Kim,

Jaihyun Park,

Kanghyu Lee,

Junyeop Lee,

Jeongki Min,

Bokyeung Lee,

David K. Han,

Hanseok Ko; [pdf]
[bibtex]
@InProceedings{Kim_2020_CVPR_Workshops,
author = {Kim, Gwantae and Park, Jaihyun and Lee, Kanghyu and Lee, Junyeop and Min, Jeongki and Lee, Bokyeung and Han, David K. and Ko, Hanseok},
title = {Unsupervised Real-World Super Resolution With Cycle Generative Adversarial Network and Domain Discriminator},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
High-Resolution Dual-Stage Multi-Level Feature Aggregation for Single Image and Video Deblurring: Stephan Brehm,

Sebastian Scherer,

Rainer Lienhart; [pdf]
[bibtex]
@InProceedings{Brehm_2020_CVPR_Workshops,
author = {Brehm, Stephan and Scherer, Sebastian and Lienhart, Rainer},
title = {High-Resolution Dual-Stage Multi-Level Feature Aggregation for Single Image and Video Deblurring},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Image Demoireing: Methods and Results: Shanxin Yuan,

Radu Timofte,

Ales Leonardis,

Gregory Slabaugh; [pdf]
[bibtex]
@InProceedings{Yuan_2020_CVPR_Workshops,
author = {Yuan, Shanxin and Timofte, Radu and Leonardis, Ales and Slabaugh, Gregory},
title = {NTIRE 2020 Challenge on Image Demoireing: Methods and Results},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Adaptive Weighted Attention Network With Camera Spectral Sensitivity Prior for Spectral Reconstruction From RGB Images: Jiaojiao Li,

Chaoxiong Wu,

Rui Song,

Yunsong Li,

Fei Liu; [pdf]
[bibtex]
@InProceedings{Li_2020_CVPR_Workshops,
author = {Li, Jiaojiao and Wu, Chaoxiong and Song, Rui and Li, Yunsong and Liu, Fei},
title = {Adaptive Weighted Attention Network With Camera Spectral Sensitivity Prior for Spectral Reconstruction From RGB Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network: Kalpesh Prajapati,

Vishal Chudasama,

Heena Patel,

Kishor Upla,

Raghavendra Ramachandra,

Kiran Raja,

Christoph Busch; [pdf]
[bibtex]
@InProceedings{Prajapati_2020_CVPR_Workshops,
author = {Prajapati, Kalpesh and Chudasama, Vishal and Patel, Heena and Upla, Kishor and Ramachandra, Raghavendra and Raja, Kiran and Busch, Christoph},
title = {Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Real-World Super-Resolution via Kernel Estimation and Noise Injection: Xiaozhong Ji,

Yun Cao,

Ying Tai,

Chengjie Wang,

Jilin Li,

Feiyue Huang; [pdf]
[bibtex]
@InProceedings{Ji_2020_CVPR_Workshops,
author = {Ji, Xiaozhong and Cao, Yun and Tai, Ying and Wang, Chengjie and Li, Jilin and Huang, Feiyue},
title = {Real-World Super-Resolution via Kernel Estimation and Noise Injection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Unsupervised Image Super-Resolution With an Indirect Supervised Path: Shuaijun Chen,

Zhen Han,

Enyan Dai,

Xu Jia,

Ziluan Liu,

Liu Xing,

Xueyi Zou,

Chunjing Xu,

Jianzhuang Liu,

Qi Tian; [pdf]
[bibtex]
@InProceedings{Chen_2020_CVPR_Workshops,
author = {Chen, Shuaijun and Han, Zhen and Dai, Enyan and Jia, Xu and Liu, Ziluan and Xing, Liu and Zou, Xueyi and Xu, Chunjing and Liu, Jianzhuang and Tian, Qi},
title = {Unsupervised Image Super-Resolution With an Indirect Supervised Path},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Dual-Domain Deep Convolutional Neural Networks for Image Demoireing: An Gia Vien,

Hyunkook Park,

Chul Lee; [pdf]
[bibtex]
@InProceedings{Vien_2020_CVPR_Workshops,
author = {Vien, An Gia and Park, Hyunkook and Lee, Chul},
title = {Dual-Domain Deep Convolutional Neural Networks for Image Demoireing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Moire Pattern Removal via Attentive Fractal Network: Dejia Xu,

Yihao Chu,

Qingyan Sun; [pdf]
[bibtex]
@InProceedings{Xu_2020_CVPR_Workshops,
author = {Xu, Dejia and Chu, Yihao and Sun, Qingyan},
title = {Moire Pattern Removal via Attentive Fractal Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-Resolution: Namhyuk Ahn,

Jaejun Yoo,

Kyung-Ah Sohn; [pdf]
[bibtex]
@InProceedings{Ahn_2020_CVPR_Workshops,
author = {Ahn, Namhyuk and Yoo, Jaejun and Sohn, Kyung-Ah},
title = {SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results: Dario Fuoli,

Zhiwu Huang,

Martin Danelljan,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Fuoli_2020_CVPR_Workshops,
author = {Fuoli, Dario and Huang, Zhiwu and Danelljan, Martin and Timofte, Radu},
title = {NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Knowledge Transfer Dehazing Network for NonHomogeneous Dehazing: Haiyan Wu,

Jing Liu,

Yuan Xie,

Yanyun Qu,

Lizhuang Ma; [pdf]
[bibtex]
@InProceedings{Wu_2020_CVPR_Workshops,
author = {Wu, Haiyan and Liu, Jing and Xie, Yuan and Qu, Yanyun and Ma, Lizhuang},
title = {Knowledge Transfer Dehazing Network for NonHomogeneous Dehazing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
RGB to Spectral Reconstruction via Learned Basis Functions and Weights: Biebele Joslyn Fubara,

Mohamed Sedky,

David Dyke; [pdf]
[bibtex]
@InProceedings{Fubara_2020_CVPR_Workshops,
author = {Fubara, Biebele Joslyn and Sedky, Mohamed and Dyke, David},
title = {RGB to Spectral Reconstruction via Learned Basis Functions and Weights},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Fast Deep Multi-Patch Hierarchical Network for Nonhomogeneous Image Dehazing: Sourya Dipta Das,

Saikat Dutta; [pdf]
[bibtex]
@InProceedings{Das_2020_CVPR_Workshops,
author = {Das, Sourya Dipta and Dutta, Saikat},
title = {Fast Deep Multi-Patch Hierarchical Network for Nonhomogeneous Image Dehazing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Superkernel Neural Architecture Search for Image Denoising: Marcin Mozejko,

Tomasz Latkowski,

Lukasz Treszczotko,

Michal Szafraniuk,

Krzysztof Trojanowski; [pdf]
[bibtex]
@InProceedings{Mozejko_2020_CVPR_Workshops,
author = {Mozejko, Marcin and Latkowski, Tomasz and Treszczotko, Lukasz and Szafraniuk, Michal and Trojanowski, Krzysztof},
title = {Superkernel Neural Architecture Search for Image Denoising},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Residual Pixel Attention Network for Spectral Reconstruction From RGB Images: Hao Peng,

Xiaomei Chen,

Jie Zhao; [pdf]
[bibtex]
@InProceedings{Peng_2020_CVPR_Workshops,
author = {Peng, Hao and Chen, Xiaomei and Zhao, Jie},
title = {Residual Pixel Attention Network for Spectral Reconstruction From RGB Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
FBRNN: Feedback Recurrent Neural Network for Extreme Image Super-Resolution: Junyeop Lee,

Jaihyun Park,

Kanghyu Lee,

Jeongki Min,

Gwantae Kim,

Bokyeung Lee,

Bonhwa Ku,

David K. Han,

Hanseok Ko; [pdf] [video]
[bibtex]
@InProceedings{Lee_2020_CVPR_Workshops,
author = {Lee, Junyeop and Park, Jaihyun and Lee, Kanghyu and Min, Jeongki and Kim, Gwantae and Lee, Bokyeung and Ku, Bonhwa and Han, David K. and Ko, Hanseok},
title = {FBRNN: Feedback Recurrent Neural Network for Extreme Image Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on NonHomogeneous Dehazing: Codruta O. Ancuti,

Cosmin Ancuti,

Florin-Alexandru Vasluianu,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Ancuti_2020_CVPR_Workshops,
author = {Ancuti, Codruta O. and Ancuti, Cosmin and Vasluianu, Florin-Alexandru and Timofte, Radu},
title = {NTIRE 2020 Challenge on NonHomogeneous Dehazing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results: Kai Zhang,

Shuhang Gu,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Zhang_2020_CVPR_Workshops,
author = {Zhang, Kai and Gu, Shuhang and Timofte, Radu},
title = {NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results: Andreas Lugmayr,

Martin Danelljan,

Radu Timofte; [pdf] [supp]
[bibtex]
@InProceedings{Lugmayr_2020_CVPR_Workshops,
author = {Lugmayr, Andreas and Danelljan, Martin and Timofte, Radu},
title = {NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results: Abdelrahman Abdelhamed,

Mahmoud Afifi,

Radu Timofte,

Michael S. Brown; [pdf]
[bibtex]
@InProceedings{Abdelhamed_2020_CVPR_Workshops,
author = {Abdelhamed, Abdelrahman and Afifi, Mahmoud and Timofte, Radu and Brown, Michael S.},
title = {NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
DA-cGAN: A Framework for Indoor Radio Design Using a Dimension-Aware Conditional Generative Adversarial Network: Chun-Hao Liu,

Hun Chang,

Taesuh Park; [pdf] [video]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Chun-Hao and Chang, Hun and Park, Taesuh},
title = {DA-cGAN: A Framework for Indoor Radio Design Using a Dimension-Aware Conditional Generative Adversarial Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Joint Learning of Blind Video Denoising and Optical Flow Estimation: Songhyun Yu,

Bumjun Park,

Junwoo Park,

Jechang Jeong; [pdf]
[bibtex]
@InProceedings{Yu_2020_CVPR_Workshops,
author = {Yu, Songhyun and Park, Bumjun and Park, Junwoo and Jeong, Jechang},
title = {Joint Learning of Blind Video Denoising and Optical Flow Estimation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Deploying Image Deblurring Across Mobile Devices: A Perspective of Quality and Latency: Cheng-Ming Chiang,

Yu Tseng,

Yu-Syuan Xu,

Hsien-Kai Kuo,

Yi-Min Tsai,

Guan-Yu Chen,

Koan-Sin Tan,

Wei-Ting Wang,

Yu-Chieh Lin,

Shou-Yao Roy Tseng,

Wei-Shiang Lin,

Chia-Lin Yu,

BY Shen,

Kloze Kao,

Chia-Ming Cheng,

Hung-Jen Chen; [pdf] [supp]
[bibtex]
@InProceedings{Chiang_2020_CVPR_Workshops,
author = {Chiang, Cheng-Ming and Tseng, Yu and Xu, Yu-Syuan and Kuo, Hsien-Kai and Tsai, Yi-Min and Chen, Guan-Yu and Tan, Koan-Sin and Wang, Wei-Ting and Lin, Yu-Chieh and Tseng, Shou-Yao Roy and Lin, Wei-Shiang and Yu, Chia-Lin and Shen, BY and Kao, Kloze and Cheng, Chia-Ming and Chen, Hung-Jen},
title = {Deploying Image Deblurring Across Mobile Devices: A Perspective of Quality and Latency},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
MSFSR: A Multi-Stage Face Super-Resolution With Accurate Facial Representation via Enhanced Facial Boundaries: Yunchen Zhang,

Yi Wu,

Liang Chen; [pdf] [supp]
[bibtex]
@InProceedings{Zhang_2020_CVPR_Workshops,
author = {Zhang, Yunchen and Wu, Yi and Chen, Liang},
title = {MSFSR: A Multi-Stage Face Super-Resolution With Accurate Facial Representation via Enhanced Facial Boundaries},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Color-Wise Attention Network for Low-Light Image Enhancement: Yousef Atoum,

Mao Ye,

Liu Ren,

Ying Tai,

Xiaoming Liu; [pdf] [supp]
[bibtex]
@InProceedings{Atoum_2020_CVPR_Workshops,
author = {Atoum, Yousef and Ye, Mao and Ren, Liu and Tai, Ying and Liu, Xiaoming},
title = {Color-Wise Attention Network for Low-Light Image Enhancement},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
GradNet Image Denoising: Yang Liu,

Saeed Anwar,

Liang Zheng,

Qi Tian; [pdf] [supp]
[bibtex]
@InProceedings{Liu_2020_CVPR_Workshops,
author = {Liu, Yang and Anwar, Saeed and Zheng, Liang and Tian, Qi},
title = {GradNet Image Denoising},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Photosequencing of Motion Blur Using Short and Long Exposures: Vijay Rengarajan,

Shuo Zhao,

Ruiwen Zhen,

John Glotzbach,

Hamid Sheikh,

Aswin C. Sankaranarayanan; [pdf] [supp]
[bibtex]
@InProceedings{Rengarajan_2020_CVPR_Workshops,
author = {Rengarajan, Vijay and Zhao, Shuo and Zhen, Ruiwen and Glotzbach, John and Sheikh, Hamid and Sankaranarayanan, Aswin C.},
title = {Photosequencing of Motion Blur Using Short and Long Exposures},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Multi-Step Reinforcement Learning for Single Image Super-Resolution: Kyle Vassilo,

Cory Heatwole,

Tarek Taha,

Asif Mehmood; [pdf]
[bibtex]
@InProceedings{Vassilo_2020_CVPR_Workshops,
author = {Vassilo, Kyle and Heatwole, Cory and Taha, Tarek and Mehmood, Asif},
title = {Multi-Step Reinforcement Learning for Single Image Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
A Review of an Old Dilemma: Demosaicking First, or Denoising First?: Qiyu Jin,

Gabriele Facciolo,

Jean-Michel Morel; [pdf] [supp]
[bibtex]
@InProceedings{Jin_2020_CVPR_Workshops,
author = {Jin, Qiyu and Facciolo, Gabriele and Morel, Jean-Michel},
title = {A Review of an Old Dilemma: Demosaicking First, or Denoising First?},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Sensor-Realistic Synthetic Data Engine for Multi-Frame High Dynamic Range Photography: Jinhan Hu,

Gyeongmin Choe,

Zeeshan Nadir,

Osama Nabil,

Seok-Jun Lee,

Hamid Sheikh,

Youngjun Yoo,

Michael Polley; [pdf] [supp]
[bibtex]
@InProceedings{Hu_2020_CVPR_Workshops,
author = {Hu, Jinhan and Choe, Gyeongmin and Nadir, Zeeshan and Nabil, Osama and Lee, Seok-Jun and Sheikh, Hamid and Yoo, Youngjun and Polley, Michael},
title = {Sensor-Realistic Synthetic Data Engine for Multi-Frame High Dynamic Range Photography},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig: Hamid Reza Vaezi Joze,

Ilya Zharkov,

Karlton Powell,

Carl Ringler,

Luming Liang,

Andy Roulston,

Moshe Lutz,

Vivek Pradeep; [pdf]
[bibtex]
@InProceedings{Joze_2020_CVPR_Workshops,
author = {Joze, Hamid Reza Vaezi and Zharkov, Ilya and Powell, Karlton and Ringler, Carl and Liang, Luming and Roulston, Andy and Lutz, Moshe and Pradeep, Vivek},
title = {ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Identity Enhanced Residual Image Denoising: Saeed Anwar,

Cong Phuoc Huynh,

Fatih Porikli; [pdf] [supp]
[bibtex]
@InProceedings{Anwar_2020_CVPR_Workshops,
author = {Anwar, Saeed and Huynh, Cong Phuoc and Porikli, Fatih},
title = {Identity Enhanced Residual Image Denoising},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Structure Preserving Compressive Sensing MRI Reconstruction Using Generative Adversarial Networks: Puneesh Deora,

Bhavya Vasudeva,

Saumik Bhattacharya,

Pyari Mohan Pradhan; [pdf] [video]
[bibtex]
@InProceedings{Deora_2020_CVPR_Workshops,
author = {Deora, Puneesh and Vasudeva, Bhavya and Bhattacharya, Saumik and Pradhan, Pyari Mohan},
title = {Structure Preserving Compressive Sensing MRI Reconstruction Using Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
LIDIA: Lightweight Learned Image Denoising With Instance Adaptation: Gregory Vaksman,

Michael Elad,

Peyman Milanfar; [pdf] [supp]
[bibtex]
@InProceedings{Vaksman_2020_CVPR_Workshops,
author = {Vaksman, Gregory and Elad, Michael and Milanfar, Peyman},
title = {LIDIA: Lightweight Learned Image Denoising With Instance Adaptation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Sky Optimization: Semantically Aware Image Processing of Skies in Low-Light Photography: Orly Liba,

Longqi Cai,

Yun-Ta Tsai,

Elad Eban,

Yair Movshovitz-Attias,

Yael Pritch,

Huizhong Chen,

Jonathan T. Barron; [pdf] [supp] [video]
[bibtex]
@InProceedings{Liba_2020_CVPR_Workshops,
author = {Liba, Orly and Cai, Longqi and Tsai, Yun-Ta and Eban, Elad and Movshovitz-Attias, Yair and Pritch, Yael and Chen, Huizhong and Barron, Jonathan T.},
title = {Sky Optimization: Semantically Aware Image Processing of Skies in Low-Light Photography},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Fast and Flexible Image Blind Denoising via Competition of Experts: Shunta Maeda; [pdf]
[bibtex]
@InProceedings{Maeda_2020_CVPR_Workshops,
author = {Maeda, Shunta},
title = {Fast and Flexible Image Blind Denoising via Competition of Experts},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
FabSoften: Face Beautification via Dynamic Skin Smoothing, Guided Feathering, and Texture Restoration: Sudha Velusamy,

Rishubh Parihar,

Raviprasad Kini,

Aniket Rege; [pdf] [supp]
[bibtex]
@InProceedings{Velusamy_2020_CVPR_Workshops,
author = {Velusamy, Sudha and Parihar, Rishubh and Kini, Raviprasad and Rege, Aniket},
title = {FabSoften: Face Beautification via Dynamic Skin Smoothing, Guided Feathering, and Texture Restoration},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Physically Plausible Spectral Reconstruction From RGB Images: Yi-Tun Lin,

Graham D. Finlayson; [pdf] [supp]
[bibtex]
@InProceedings{Lin_2020_CVPR_Workshops,
author = {Lin, Yi-Tun and Finlayson, Graham D.},
title = {Physically Plausible Spectral Reconstruction From RGB Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Semantic Pixel Distances for Image Editing: Josh Myers-Dean,

Scott Wehrwein; [pdf]
[bibtex]
@InProceedings{Myers-Dean_2020_CVPR_Workshops,
author = {Myers-Dean, Josh and Wehrwein, Scott},
title = {Semantic Pixel Distances for Image Editing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
Replacing Mobile Camera ISP With a Single Deep Learning Model: Andrey Ignatov,

Luc Van Gool,

Radu Timofte; [pdf]
[bibtex]
@InProceedings{Ignatov_2020_CVPR_Workshops,
author = {Ignatov, Andrey and Van Gool, Luc and Timofte, Radu},
title = {Replacing Mobile Camera ISP With a Single Deep Learning Model},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}
L2UWE: A Framework for the Efficient Enhancement of Low-Light Underwater Images Using Local Contrast and Multi-Scale Fusion: Tunai Porto Marques,

Alexandra Branzan Albu; [pdf]
[bibtex]
@InProceedings{Marques_2020_CVPR_Workshops,
author = {Marques, Tunai Porto and Albu, Alexandra Branzan},
title = {L2UWE: A Framework for the Efficient Enhancement of Low-Light Underwater Images Using Local Contrast and Multi-Scale Fusion},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}