New Trends in Image Restoration and Enhancement


WESPE: Weakly Supervised Photo Enhancer for Digital Cameras
Andrey Ignatov,
Nikolay Kobyshev,
Radu Timofte,
Kenneth Vanhoey,
Luc Van Gool
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ignatov_2018_CVPR_Workshops,
author = {Ignatov, Andrey and Kobyshev, Nikolay and Timofte, Radu and Vanhoey, Kenneth and Van Gool, Luc},
title = {WESPE: Weakly Supervised Photo Enhancer for Digital Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks
Yuan Yuan,
Siyuan Liu,
Jiawei Zhang,
Yongbing Zhang,
Chao Dong,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Yuan_2018_CVPR_Workshops,
author = {Yuan, Yuan and Liu, Siyuan and Zhang, Jiawei and Zhang, Yongbing and Dong, Chao and Lin, Liang},
title = {Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images
Honggang Chen,
Xiaohai He,
Linbo Qing,
Shuhua Xiong,
Truong Q. Nguyen
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2018_CVPR_Workshops,
author = {Chen, Honggang and He, Xiaohai and Qing, Linbo and Xiong, Shuhua and Nguyen, Truong Q.},
title = {DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Attribute Augmented Convolutional Neural Network for Face Hallucination
Cheng-Han Lee,
Kaipeng Zhang,
Hu-Cheng Lee,
Chia-Wen Cheng,
Winston Hsu
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2018_CVPR_Workshops,
author = {Lee, Cheng-Han and Zhang, Kaipeng and Lee, Hu-Cheng and Cheng, Chia-Wen and Hsu, Winston},
title = {Attribute Augmented Convolutional Neural Network for Face Hallucination},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Recursive Deep Residual Learning for Single Image Dehazing
Yixin Du,
Xin Li
[pdf]
[bibtex]
@InProceedings{Du_2018_CVPR_Workshops,
author = {Du, Yixin and Li, Xin},
title = {Recursive Deep Residual Learning for Single Image Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Synthesized Texture Quality Assessment via Multi-Scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients
Alireza Golestaneh,
Lina J. Karam
[pdf] [arXiv]
[bibtex]
@InProceedings{Golestaneh_2018_CVPR_Workshops,
author = {Golestaneh, Alireza and Karam, Lina J.},
title = {Synthesized Texture Quality Assessment via Multi-Scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Learning Face Deblurring Fast and Wide
Meiguang Jin,
Michael Hirsch,
Paolo Favaro
[pdf] [supp]
[bibtex]
@InProceedings{Jin_2018_CVPR_Workshops,
author = {Jin, Meiguang and Hirsch, Michael and Favaro, Paolo},
title = {Learning Face Deblurring Fast and Wide},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

O-HAZE: A Dehazing Benchmark With Real Hazy and Haze-Free Outdoor Images
Codruta O. Ancuti,
Cosmin Ancuti,
Radu Timofte,
Christophe De Vleeschouwer
[pdf] [arXiv]
[bibtex]
@InProceedings{Ancuti_2018_CVPR_Workshops,
author = {Ancuti, Codruta O. and Ancuti, Cosmin and Timofte, Radu and De Vleeschouwer, Christophe},
title = {O-HAZE: A Dehazing Benchmark With Real Hazy and Haze-Free Outdoor Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Large Receptive Field Networks for High-Scale Image Super-Resolution
George Seif,
Dimitrios Androutsos
[pdf] [arXiv]
[bibtex]
@InProceedings{Seif_2018_CVPR_Workshops,
author = {Seif, George and Androutsos, Dimitrios},
title = {Large Receptive Field Networks for High-Scale Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Multi-Level Wavelet-CNN for Image Restoration
Pengju Liu,
Hongzhi Zhang,
Kai Zhang,
Liang Lin,
Wangmeng Zuo
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2018_CVPR_Workshops,
author = {Liu, Pengju and Zhang, Hongzhi and Zhang, Kai and Lin, Liang and Zuo, Wangmeng},
title = {Multi-Level Wavelet-CNN for Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

ComboGAN: Unrestrained Scalability for Image Domain Translation
Asha Anoosheh,
Eirikur Agustsson,
Radu Timofte,
Luc Van Gool
[pdf] [arXiv]
[bibtex]
@InProceedings{Anoosheh_2018_CVPR_Workshops,
author = {Anoosheh, Asha and Agustsson, Eirikur and Timofte, Radu and Van Gool, Luc},
title = {ComboGAN: Unrestrained Scalability for Image Domain Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Image Super-Resolution via Progressive Cascading Residual Network
Namhyuk Ahn,
Byungkon Kang,
Kyung-Ah Sohn
[pdf]
[bibtex]
@InProceedings{Ahn_2018_CVPR_Workshops,
author = {Ahn, Namhyuk and Kang, Byungkon and Sohn, Kyung-Ah},
title = {Image Super-Resolution via Progressive Cascading Residual Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deep Residual Network With Enhanced Upscaling Module for Super-Resolution
Jun-Hyuk Kim,
Jong-Seok Lee
[pdf]
[bibtex]
@InProceedings{Kim_2018_CVPR_Workshops,
author = {Kim, Jun-Hyuk and Lee, Jong-Seok},
title = {Deep Residual Network With Enhanced Upscaling Module for Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Persistent Memory Residual Network for Single Image Super Resolution
Rong Chen,
Yanyun Qu,
Kun Zeng,
Jinkang Guo,
Cuihua Li,
Yuan Xie
[pdf]
[bibtex]
@InProceedings{Chen_2018_CVPR_Workshops,
author = {Chen, Rong and Qu, Yanyun and Zeng, Kun and Guo, Jinkang and Li, Cuihua and Xie, Yuan},
title = {Persistent Memory Residual Network for Single Image Super Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Fully End-to-End Learning Based Conditional Boundary Equilibrium GAN With Receptive Field Sizes Enlarged for Single Ultra-High Resolution Image Dehazing
Sehwan Ki,
Hyeonjun Sim,
Jae-Seok Choi,
Saehun Kim,
Munchurl Kim
[pdf]
[bibtex]
@InProceedings{Ki_2018_CVPR_Workshops,
author = {Ki, Sehwan and Sim, Hyeonjun and Choi, Jae-Seok and Kim, Saehun and Kim, Munchurl},
title = {Fully End-to-End Learning Based Conditional Boundary Equilibrium GAN With Receptive Field Sizes Enlarged for Single Ultra-High Resolution Image Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing
Deniz Engin,
Anil Genc,
Hazim Kemal Ekenel
[pdf] [arXiv]
[bibtex]
@InProceedings{Engin_2018_CVPR_Workshops,
author = {Engin, Deniz and Genc, Anil and Kemal Ekenel, Hazim},
title = {Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

IRGUN: Improved Residue Based Gradual Up-Scaling Network for Single Image Super Resolution
Manoj Sharma,
Rudrabha Mukhopadhyay,
Avinash Upadhyay,
Sriharsha Koundinya,
Ankit Shukla,
Santanu Chaudhury
[pdf]
[bibtex]
@InProceedings{Sharma_2018_CVPR_Workshops,
author = {Sharma, Manoj and Mukhopadhyay, Rudrabha and Upadhyay, Avinash and Koundinya, Sriharsha and Shukla, Ankit and Chaudhury, Santanu},
title = {IRGUN: Improved Residue Based Gradual Up-Scaling Network for Single Image Super Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

2D-3D CNN Based Architectures for Spectral Reconstruction From RGB Images
Sriharsha Koundinya,
Himanshu Sharma,
Manoj Sharma,
Avinash Upadhyay,
Raunak Manekar,
Rudrabha Mukhopadhyay,
Abhijit Karmakar,
Santanu Chaudhury
[pdf]
[bibtex]
@InProceedings{Koundinya_2018_CVPR_Workshops,
author = {Koundinya, Sriharsha and Sharma, Himanshu and Sharma, Manoj and Upadhyay, Avinash and Manekar, Raunak and Mukhopadhyay, Rudrabha and Karmakar, Abhijit and Chaudhury, Santanu},
title = {2D-3D CNN Based Architectures for Spectral Reconstruction From RGB Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results
Radu Timofte,
Shuhang Gu,
Jiqing Wu,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Timofte_2018_CVPR_Workshops,
author = {Timofte, Radu and Gu, Shuhang and Wu, Jiqing and Van Gool, Luc},
title = {NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

A Fully Progressive Approach to Single-Image Super-Resolution
Yifan Wang,
Federico Perazzi,
Brian McWilliams,
Alexander Sorkine-Hornung,
Olga Sorkine-Hornung,
Christopher Schroers
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2018_CVPR_Workshops,
author = {Wang, Yifan and Perazzi, Federico and McWilliams, Brian and Sorkine-Hornung, Alexander and Sorkine-Hornung, Olga and Schroers, Christopher},
title = {A Fully Progressive Approach to Single-Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

New Techniques for Preserving Global Structure and Denoising With Low Information Loss in Single-Image Super-Resolution
Yijie Bei,
Alexandru Damian,
Shijia Hu,
Sachit Menon,
Nikhil Ravi,
Cynthia Rudin
[pdf] [arXiv]
[bibtex]
@InProceedings{Bei_2018_CVPR_Workshops,
author = {Bei, Yijie and Damian, Alexandru and Hu, Shijia and Menon, Sachit and Ravi, Nikhil and Rudin, Cynthia},
title = {New Techniques for Preserving Global Structure and Denoising With Low Information Loss in Single-Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Efficient Module Based Single Image Super Resolution for Multiple Problems
Dongwon Park,
Kwanyoung Kim,
Se Young Chun
[pdf]
[bibtex]
@InProceedings{Park_2018_CVPR_Workshops,
author = {Park, Dongwon and Kim, Kwanyoung and Young Chun, Se},
title = {Efficient Module Based Single Image Super Resolution for Multiple Problems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

NTIRE 2018 Challenge on Image Dehazing: Methods and Results
Cosmin Ancuti,
Codruta O. Ancuti,
Radu Timofte
[pdf]
[bibtex]
@InProceedings{Ancuti_2018_CVPR_Workshops,
author = {Ancuti, Cosmin and Ancuti, Codruta O. and Timofte, Radu},
title = {NTIRE 2018 Challenge on Image Dehazing: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network
He Zhang,
Vishwanath Sindagi,
Vishal M. Patel
[pdf]
[bibtex]
@InProceedings{Zhang_2018_CVPR_Workshops,
author = {Zhang, He and Sindagi, Vishwanath and Patel, Vishal M.},
title = {Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

High-Resolution Image Dehazing With Respect to Training Losses and Receptive Field Sizes
Hyeonjun Sim,
Sehwan Ki,
Jae-Seok Choi,
Soomin Seo,
Saehun Kim,
Munchurl Kim
[pdf]
[bibtex]
@InProceedings{Sim_2018_CVPR_Workshops,
author = {Sim, Hyeonjun and Ki, Sehwan and Choi, Jae-Seok and Seo, Soomin and Kim, Saehun and Kim, Munchurl},
title = {High-Resolution Image Dehazing With Respect to Training Losses and Receptive Field Sizes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Image Dehazing by Joint Estimation of Transmittance and Airlight Using Bi-Directional Consistency Loss Minimized FCN
Ranjan Mondal,
Sanchayan Santra,
Bhabatosh Chanda
[pdf]
[bibtex]
@InProceedings{Mondal_2018_CVPR_Workshops,
author = {Mondal, Ranjan and Santra, Sanchayan and Chanda, Bhabatosh},
title = {Image Dehazing by Joint Estimation of Transmittance and Airlight Using Bi-Directional Consistency Loss Minimized FCN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images
Boaz Arad,
Ohad Ben-Shahar,
Radu Timofte
[pdf]
[bibtex]
@InProceedings{Arad_2018_CVPR_Workshops,
author = {Arad, Boaz and Ben-Shahar, Ohad and Timofte, Radu},
title = {NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

HSCNN+: Advanced CNN-Based Hyperspectral Recovery From RGB Images
Zhan Shi,
Chang Chen,
Zhiwei Xiong,
Dong Liu,
Feng Wu
[pdf]
[bibtex]
@InProceedings{Shi_2018_CVPR_Workshops,
author = {Shi, Zhan and Chen, Chang and Xiong, Zhiwei and Liu, Dong and Wu, Feng},
title = {HSCNN+: Advanced CNN-Based Hyperspectral Recovery From RGB Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Reconstructing Spectral Images From RGB-Images Using a Convolutional Neural Network
Tarek Stiebel,
Simon Koppers,
Philipp Seltsam,
Dorit Merhof
[pdf]
[bibtex]
@InProceedings{Stiebel_2018_CVPR_Workshops,
author = {Stiebel, Tarek and Koppers, Simon and Seltsam, Philipp and Merhof, Dorit},
title = {Reconstructing Spectral Images From RGB-Images Using a Convolutional Neural Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}