New Trends in Image Restoration and Enhancement


Real Photographs Denoising With Noise Domain Adaptation and Attentive Generative Adversarial Network
Kai Lin,
Thomas H. Li,
Shan Liu,
Ge Li
[pdf]
[bibtex]
@InProceedings{Lin_2019_CVPR_Workshops,
author = {Lin, Kai and Li, Thomas H. and Liu, Shan and Li, Ge},
title = {Real Photographs Denoising With Noise Domain Adaptation and Attentive Generative Adversarial Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Level Encoder-Decoder Architectures for Image Restoration
Indra Deep Mastan,
Shanmuganathan Raman
[pdf] [supp]
[bibtex]
@InProceedings{Mastan_2019_CVPR_Workshops,
author = {Deep Mastan, Indra and Raman, Shanmuganathan},
title = {Multi-Level Encoder-Decoder Architectures for Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning Deep Image Priors for Blind Image Denoising
Xianxu Hou,
Hongming Luo,
Jingxin Liu,
Bolei Xu,
Ke Sun,
Yuanhao Gong,
Bozhi Liu,
Guoping Qiu
[pdf]
[bibtex]
@InProceedings{Hou_2019_CVPR_Workshops,
author = {Hou, Xianxu and Luo, Hongming and Liu, Jingxin and Xu, Bolei and Sun, Ke and Gong, Yuanhao and Liu, Bozhi and Qiu, Guoping},
title = {Learning Deep Image Priors for Blind Image Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Conditional GANs for Multi-Illuminant Color Constancy: Revolution or yet Another Approach?
Oleksii Sidorov
[pdf]
[bibtex]
@InProceedings{Sidorov_2019_CVPR_Workshops,
author = {Sidorov, Oleksii},
title = {Conditional GANs for Multi-Illuminant Color Constancy: Revolution or yet Another Approach?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Graph Laplacian Regularization for Robust Denoising of Real Images
Jin Zeng,
Jiahao Pang,
Wenxiu Sun,
Gene Cheung
[pdf] [supp]
[bibtex]
@InProceedings{Zeng_2019_CVPR_Workshops,
author = {Zeng, Jin and Pang, Jiahao and Sun, Wenxiu and Cheung, Gene},
title = {Deep Graph Laplacian Regularization for Robust Denoising of Real Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Stage Optimization for Photorealistic Neural Style Transfer
Richard R. Yang
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR_Workshops,
author = {Yang, Richard R.},
title = {Multi-Stage Optimization for Photorealistic Neural Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Natural Image Noise Dataset
Benoit Brummer,
Christophe De Vleeschouwer
[pdf]
[bibtex]
@InProceedings{Brummer_2019_CVPR_Workshops,
author = {Brummer, Benoit and De Vleeschouwer, Christophe},
title = {Natural Image Noise Dataset},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal
Ya-Liang Chang,
Zhe Yu Liu,
Winston Hsu
[pdf]
[bibtex]
@InProceedings{Chang_2019_CVPR_Workshops,
author = {Chang, Ya-Liang and Yu Liu, Zhe and Hsu, Winston},
title = {VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

DenseNet With Deep Residual Channel-Attention Blocks for Single Image Super Resolution
Dong-Won Jang,
Rae-Hong Park
[pdf]
[bibtex]
@InProceedings{Jang_2019_CVPR_Workshops,
author = {Jang, Dong-Won and Park, Rae-Hong},
title = {DenseNet With Deep Residual Channel-Attention Blocks for Single Image Super Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Light Field Super-Resolution: A Benchmark
Zhen Cheng,
Zhiwei Xiong,
Chang Chen,
Dong Liu
[pdf] [supp]
[bibtex]
@InProceedings{Cheng_2019_CVPR_Workshops,
author = {Cheng, Zhen and Xiong, Zhiwei and Chen, Chang and Liu, Dong},
title = {Light Field Super-Resolution: A Benchmark},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Exemplar Guided Face Image Super-Resolution Without Facial Landmarks
Berk Dogan,
Shuhang Gu,
Radu Timofte
[pdf] [supp]
[bibtex]
@InProceedings{Dogan_2019_CVPR_Workshops,
author = {Dogan, Berk and Gu, Shuhang and Timofte, Radu},
title = {Exemplar Guided Face Image Super-Resolution Without Facial Landmarks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Recursive Image Dehazing via Perceptually Optimized Generative Adversarial Network (POGAN)
Yixin Du,
Xin Li
[pdf] [supp]
[bibtex]
@InProceedings{Du_2019_CVPR_Workshops,
author = {Du, Yixin and Li, Xin},
title = {Recursive Image Dehazing via Perceptually Optimized Generative Adversarial Network (POGAN)},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Aspect-Ratio-Preserving Multi-Patch Image Aesthetics Score Prediction
Lijie Wang,
Xueting Wang,
Toshihiko Yamasaki,
Kiyoharu Aizawa
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Lijie and Wang, Xueting and Yamasaki, Toshihiko and Aizawa, Kiyoharu},
title = {Aspect-Ratio-Preserving Multi-Patch Image Aesthetics Score Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

ViDeNN: Deep Blind Video Denoising
Michele Claus,
Jan van Gemert
[pdf]
[bibtex]
@InProceedings{Claus_2019_CVPR_Workshops,
author = {Claus, Michele and van Gemert, Jan},
title = {ViDeNN: Deep Blind Video Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

An Epipolar Volume Autoencoder With Adversarial Loss for Deep Light Field Super-Resolution
Minchen Zhu,
Anna Alperovich,
Ole Johannsen,
Antonin Sulc,
Bastian Goldluecke
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR_Workshops,
author = {Zhu, Minchen and Alperovich, Anna and Johannsen, Ole and Sulc, Antonin and Goldluecke, Bastian},
title = {An Epipolar Volume Autoencoder With Adversarial Loss for Deep Light Field Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Evaluating Parameterization Methods for Convolutional Neural Network (CNN)-Based Image Operators
Seung-Wook Kim,
Sung-Jin Cho,
Kwang-Hyun Uhm,
Seo-Won Ji,
Sang-Won Lee,
Sung-Jea Ko
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR_Workshops,
author = {Kim, Seung-Wook and Cho, Sung-Jin and Uhm, Kwang-Hyun and Ji, Seo-Won and Lee, Sang-Won and Ko, Sung-Jea},
title = {Evaluating Parameterization Methods for Convolutional Neural Network (CNN)-Based Image Operators},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Edge Detection Techniques for Quantifying Spatial Imaging System Performance and Image Quality
Oliver van Zwanenberg,
Sophie Triantaphillidou,
Robin Jenkin,
Alexandra Psarrou
[pdf]
[bibtex]
@InProceedings{Zwanenberg_2019_CVPR_Workshops,
author = {van Zwanenberg, Oliver and Triantaphillidou, Sophie and Jenkin, Robin and Psarrou, Alexandra},
title = {Edge Detection Techniques for Quantifying Spatial Imaging System Performance and Image Quality},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Histogram Learning in Image Contrast Enhancement
Bin Xiao,
Yunqiu Xu,
Han Tang,
Xiuli Bi,
Weisheng Li
[pdf]
[bibtex]
@InProceedings{Xiao_2019_CVPR_Workshops,
author = {Xiao, Bin and Xu, Yunqiu and Tang, Han and Bi, Xiuli and Li, Weisheng},
title = {Histogram Learning in Image Contrast Enhancement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Optimization-Based Data Generation for Photo Enhancement
Mayu Omiya,
Yusuke Horiuchi,
Edgar Simo-Serra,
Satoshi Iizuka,
Hiroshi Ishikawa
[pdf]
[bibtex]
@InProceedings{Omiya_2019_CVPR_Workshops,
author = {Omiya, Mayu and Horiuchi, Yusuke and Simo-Serra, Edgar and Iizuka, Satoshi and Ishikawa, Hiroshi},
title = {Optimization-Based Data Generation for Photo Enhancement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

FRESCO: Fast Radiometric Egocentric Screen Compensation
Matthew Post,
Paul Fieguth,
Mohamed A. Naiel,
Zohreh Azimifar,
Mark Lamm
[pdf]
[bibtex]
@InProceedings{Post_2019_CVPR_Workshops,
author = {Post, Matthew and Fieguth, Paul and Naiel, Mohamed A. and Azimifar, Zohreh and Lamm, Mark},
title = {FRESCO: Fast Radiometric Egocentric Screen Compensation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Low Rank Poisson Denoising (LRPD): A Low Rank Approach Using Split Bregman Algorithm for Poisson Noise Removal From Images
Prashanth Kumar G.,
Rajiv Ranjan Sahay
[pdf]
[bibtex]
@InProceedings{G._2019_CVPR_Workshops,
author = {Kumar, Prashanth G. and Ranjan Sahay, Rajiv},
title = {Low Rank Poisson Denoising (LRPD): A Low Rank Approach Using Split Bregman Algorithm for Poisson Noise Removal From Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Kalman Filtering of Patches for Frame-Recursive Video Denoising
Pablo Arias,
Jean-Michel Morel
[pdf]
[bibtex]
@InProceedings{Arias_2019_CVPR_Workshops,
author = {Arias, Pablo and Morel, Jean-Michel},
title = {Kalman Filtering of Patches for Frame-Recursive Video Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

High-Resolution Single Image Dehazing Using Encoder-Decoder Architecture
Simone Bianco,
Luigi Celona,
Flavio Piccoli,
Raimondo Schettini
[pdf]
[bibtex]
@InProceedings{Bianco_2019_CVPR_Workshops,
author = {Bianco, Simone and Celona, Luigi and Piccoli, Flavio and Schettini, Raimondo},
title = {High-Resolution Single Image Dehazing Using Encoder-Decoder Architecture},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Content-Preserving Tone Adjustment for Image Enhancement
Simone Bianco,
Claudio Cusano,
Flavio Piccoli,
Raimondo Schettini
[pdf]
[bibtex]
@InProceedings{Bianco_2019_CVPR_Workshops,
author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
title = {Content-Preserving Tone Adjustment for Image Enhancement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Orientation-Aware Deep Neural Network for Real Image Super-Resolution
Chen Du,
He Zewei,
Sun Anshun,
Yang Jiangxin,
Cao Yanlong,
Cao Yanpeng,
Tang Siliang,
Michael Ying Yang
[pdf]
[bibtex]
@InProceedings{Du_2019_CVPR_Workshops,
author = {Du, Chen and Zewei, He and Anshun, Sun and Jiangxin, Yang and Yanlong, Cao and Yanpeng, Cao and Siliang, Tang and Ying Yang, Michael},
title = {Orientation-Aware Deep Neural Network for Real Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks
Xintao Wang,
Kelvin C.K. Chan,
Ke Yu,
Chao Dong,
Chen Change Loy
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Xintao and Chan, Kelvin C.K. and Yu, Ke and Dong, Chao and Change Loy, Chen},
title = {EDVR: Video Restoration With Enhanced Deformable Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Suppressing Model Overfitting for Image Super-Resolution Networks
Ruicheng Feng,
Jinjin Gu,
Yu Qiao,
Chao Dong
[pdf]
[bibtex]
@InProceedings{Feng_2019_CVPR_Workshops,
author = {Feng, Ruicheng and Gu, Jinjin and Qiao, Yu and Dong, Chao},
title = {Suppressing Model Overfitting for Image Super-Resolution Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Video Deblurring: Methods and Results
Seungjun Nah,
Radu Timofte,
Sungyong Baik,
Seokil Hong,
Gyeongsik Moon,
Sanghyun Son,
Kyoung Mu Lee
[pdf]
[bibtex]
@InProceedings{Nah_2019_CVPR_Workshops,
author = {Nah, Seungjun and Timofte, Radu and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Mu Lee, Kyoung},
title = {NTIRE 2019 Challenge on Video Deblurring: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results
Seungjun Nah,
Radu Timofte,
Shuhang Gu,
Sungyong Baik,
Seokil Hong,
Gyeongsik Moon,
Sanghyun Son,
Kyoung Mu Lee
[pdf]
[bibtex]
@InProceedings{Nah_2019_CVPR_Workshops,
author = {Nah, Seungjun and Timofte, Radu and Gu, Shuhang and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Mu Lee, Kyoung},
title = {NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study
Seungjun Nah,
Sungyong Baik,
Seokil Hong,
Gyeongsik Moon,
Sanghyun Son,
Radu Timofte,
Kyoung Mu Lee
[pdf]
[bibtex]
@InProceedings{Nah_2019_CVPR_Workshops,
author = {Nah, Seungjun and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Timofte, Radu and Mu Lee, Kyoung},
title = {NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Scale Deep Neural Networks for Real Image Super-Resolution
Shangqi Gao,
Xiahai Zhuang
[pdf]
[bibtex]
@InProceedings{Gao_2019_CVPR_Workshops,
author = {Gao, Shangqi and Zhuang, Xiahai},
title = {Multi-Scale Deep Neural Networks for Real Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

RI-GAN: An End-To-End Network for Single Image Haze Removal
Akshay Dudhane,
Harshjeet Singh Aulakh,
Subrahmanyam Murala
[pdf]
[bibtex]
@InProceedings{Dudhane_2019_CVPR_Workshops,
author = {Dudhane, Akshay and Singh Aulakh, Harshjeet and Murala, Subrahmanyam},
title = {RI-GAN: An End-To-End Network for Single Image Haze Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

SCAN: Spatial Color Attention Networks for Real Single Image Super-Resolution
Xuan Xu,
Xin Li
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR_Workshops,
author = {Xu, Xuan and Li, Xin},
title = {SCAN: Spatial Color Attention Networks for Real Single Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Adapting Image Super-Resolution State-Of-The-Arts and Learning Multi-Model Ensemble for Video Super-Resolution
Chao Li,
Dongliang He,
Xiao Liu,
Yukang Ding,
Shilei Wen
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Chao and He, Dongliang and Liu, Xiao and Ding, Yukang and Wen, Shilei},
title = {Adapting Image Super-Resolution State-Of-The-Arts and Learning Multi-Model Ensemble for Video Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Hierarchical Back Projection Network for Image Super-Resolution
Zhi-Song Liu,
Li-Wen Wang,
Chu-Tak Li,
Wan-Chi Siu
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Zhi-Song and Wang, Li-Wen and Li, Chu-Tak and Siu, Wan-Chi},
title = {Hierarchical Back Projection Network for Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Scale Adaptive Dehazing Network
Shuxin Chen,
Yizi Chen,
Yanyun Qu,
Jingying Huang,
Ming Hong
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR_Workshops,
author = {Chen, Shuxin and Chen, Yizi and Qu, Yanyun and Huang, Jingying and Hong, Ming},
title = {Multi-Scale Adaptive Dehazing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

MultiBoot Vsr: Multi-Stage Multi-Reference Bootstrapping for Video Super-Resolution
Ratheesh Kalarot,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Kalarot_2019_CVPR_Workshops,
author = {Kalarot, Ratheesh and Porikli, Fatih},
title = {MultiBoot Vsr: Multi-Stage Multi-Reference Bootstrapping for Video Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning Raw Image Denoising With Bayer Pattern Unification and Bayer Preserving Augmentation
Jiaming Liu,
Chi-Hao Wu,
Yuzhi Wang,
Qin Xu,
Yuqian Zhou,
Haibin Huang,
Chuan Wang,
Shaofan Cai,
Yifan Ding,
Haoqiang Fan,
Jue Wang
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Jiaming and Wu, Chi-Hao and Wang, Yuzhi and Xu, Qin and Zhou, Yuqian and Huang, Haibin and Wang, Chuan and Cai, Shaofan and Ding, Yifan and Fan, Haoqiang and Wang, Jue},
title = {Learning Raw Image Denoising With Bayer Pattern Unification and Bayer Preserving Augmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Feature Forwarding for Efficient Single Image Dehazing
Peter Morales,
Tzofi Klinghoffer,
Seung Jae Lee
[pdf]
[bibtex]
@InProceedings{Morales_2019_CVPR_Workshops,
author = {Morales, Peter and Klinghoffer, Tzofi and Jae Lee, Seung},
title = {Feature Forwarding for Efficient Single Image Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-Based Real-World Noise Modeling
Dong-Wook Kim,
Jae Ryun Chung,
Seung-Won Jung
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR_Workshops,
author = {Kim, Dong-Wook and Ryun Chung, Jae and Jung, Seung-Won},
title = {GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-Based Real-World Noise Modeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Iterative Down-Up CNN for Image Denoising
Songhyun Yu,
Bumjun Park,
Jechang Jeong
[pdf]
[bibtex]
@InProceedings{Yu_2019_CVPR_Workshops,
author = {Yu, Songhyun and Park, Bumjun and Jeong, Jechang},
title = {Deep Iterative Down-Up CNN for Image Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Densely Connected Hierarchical Network for Image Denoising
Bumjun Park,
Songhyun Yu,
Jechang Jeong
[pdf]
[bibtex]
@InProceedings{Park_2019_CVPR_Workshops,
author = {Park, Bumjun and Yu, Songhyun and Jeong, Jechang},
title = {Densely Connected Hierarchical Network for Image Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Fractal Residual Network and Solutions for Real Super-Resolution
Junhyung Kwak,
Donghee Son
[pdf]
[bibtex]
@InProceedings{Kwak_2019_CVPR_Workshops,
author = {Kwak, Junhyung and Son, Donghee},
title = {Fractal Residual Network and Solutions for Real Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Dense Scene Information Estimation Network for Dehazing
Tiantong Guo,
Xuelu Li,
Venkateswararao Cherukuri,
Vishal Monga
[pdf]
[bibtex]
@InProceedings{Guo_2019_CVPR_Workshops,
author = {Guo, Tiantong and Li, Xuelu and Cherukuri, Venkateswararao and Monga, Vishal},
title = {Dense Scene Information Estimation Network for Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Dense `123' Color Enhancement Dehazing Network
Tiantong Guo,
Venkateswararao Cherukuri,
Vishal Monga
[pdf]
[bibtex]
@InProceedings{Guo_2019_CVPR_Workshops,
author = {Guo, Tiantong and Cherukuri, Venkateswararao and Monga, Vishal},
title = {Dense `123' Color Enhancement Dehazing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Deep Motion Deblurring Network Based on Per-Pixel Adaptive Kernels With Residual Down-Up and Up-Down Modules
Hyeonjun Sim,
Munchurl Kim
[pdf]
[bibtex]
@InProceedings{Sim_2019_CVPR_Workshops,
author = {Sim, Hyeonjun and Kim, Munchurl},
title = {A Deep Motion Deblurring Network Based on Per-Pixel Adaptive Kernels With Residual Down-Up and Up-Down Modules},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Image Colorization by Capsule Networks
Gokhan Ozbulak
[pdf]
[bibtex]
@InProceedings{Ozbulak_2019_CVPR_Workshops,
author = {Ozbulak, Gokhan},
title = {Image Colorization by Capsule Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration
Yuchen Fan,
Jiahui Yu,
Ding Liu,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Fan_2019_CVPR_Workshops,
author = {Fan, Yuchen and Yu, Jiahui and Liu, Ding and Huang, Thomas S.},
title = {An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Encoder-Decoder Residual Network for Real Super-Resolution
Guoan Cheng,
Ai Matsune,
Qiuyu Li,
Leilei Zhu,
Huaijuan Zang,
Shu Zhan
[pdf]
[bibtex]
@InProceedings{Cheng_2019_CVPR_Workshops,
author = {Cheng, Guoan and Matsune, Ai and Li, Qiuyu and Zhu, Leilei and Zang, Huaijuan and Zhan, Shu},
title = {Encoder-Decoder Residual Network for Real Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

GANmera: Reproducing Aesthetically Pleasing Photographs Using Deep Adversarial Networks
Nelson Chong,
Lai-Kuan Wong,
John See
[pdf]
[bibtex]
@InProceedings{Chong_2019_CVPR_Workshops,
author = {Chong, Nelson and Wong, Lai-Kuan and See, John},
title = {GANmera: Reproducing Aesthetically Pleasing Photographs Using Deep Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Robust Image Colorization Using Self Attention Based Progressive Generative Adversarial Network
Manoj Sharma,
Megh Makwana,
Avinash Upadhyay,
Ajay Pratap Singh,
Anuj Badhwar,
Akkshita Trivedi,
Anil Saini,
Santanu Chaudhury
[pdf]
[bibtex]
@InProceedings{Sharma_2019_CVPR_Workshops,
author = {Sharma, Manoj and Makwana, Megh and Upadhyay, Avinash and Pratap Singh, Ajay and Badhwar, Anuj and Trivedi, Akkshita and Saini, Anil and Chaudhury, Santanu},
title = {Robust Image Colorization Using Self Attention Based Progressive Generative Adversarial Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results
Abdelrahman Abdelhamed,
Radu Timofte,
Michael S. Brown
[pdf]
[bibtex]
@InProceedings{Abdelhamed_2019_CVPR_Workshops,
author = {Abdelhamed, Abdelrahman and Timofte, Radu and Brown, Michael S.},
title = {NTIRE 2019 Challenge on Real Image Denoising: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results
Jianrui Cai,
Shuhang Gu,
Radu Timofte,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Cai_2019_CVPR_Workshops,
author = {Cai, Jianrui and Gu, Shuhang and Timofte, Radu and Zhang, Lei},
title = {NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Image Enhancement: Methods and Results
Andrey Ignatov,
Radu Timofte
[pdf]
[bibtex]
@InProceedings{Ignatov_2019_CVPR_Workshops,
author = {Ignatov, Andrey and Timofte, Radu},
title = {NTIRE 2019 Challenge on Image Enhancement: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Challenge on Image Colorization: Report
Shuhang Gu,
Radu Timofte,
Richard Zhang
[pdf]
[bibtex]
@InProceedings{Gu_2019_CVPR_Workshops,
author = {Gu, Shuhang and Timofte, Radu and Zhang, Richard},
title = {NTIRE 2019 Challenge on Image Colorization: Report},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

NTIRE 2019 Image Dehazing Challenge Report
Codruta O. Ancuti,
Cosmin Ancuti,
Radu Timofte,
Luc Van Gool,
Lei Zhang,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Ancuti_2019_CVPR_Workshops,
author = {Ancuti, Codruta O. and Ancuti, Cosmin and Timofte, Radu and Van Gool, Luc and Zhang, Lei and Yang, Ming-Hsuan},
title = {NTIRE 2019 Image Dehazing Challenge Report},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}