New Trends in Image Restoration and Enhancement & Example-Based Single Image Super-Resolution Challenge


Locally Adaptive Color Correction for Underwater Image Dehazing and Matching
Codruta O. Ancuti,
Cosmin Ancuti,
Christophe De Vleeschouwer,
Rafael Garcia
[pdf]
[bibtex]
@InProceedings{Ancuti_2017_CVPR_Workshops,
author = {Ancuti, Codruta O. and Ancuti, Cosmin and De Vleeschouwer, Christophe and Garcia, Rafael},
title = {Locally Adaptive Color Correction for Underwater Image Dehazing and Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Depth-Stretch: Enhancing Depth Perception Without Depth
Hagit Hel-Or,
Yacov Hel-Or,
Renato Keshet
[pdf]
[bibtex]
@InProceedings{Hel-Or_2017_CVPR_Workshops,
author = {Hel-Or, Hagit and Hel-Or, Yacov and Keshet, Renato},
title = {Depth-Stretch: Enhancing Depth Perception Without Depth},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos
Zhengdong Zhang,
Vivienne Sze
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR_Workshops,
author = {Zhang, Zhengdong and Sze, Vivienne},
title = {FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Fast External Denoising Using Pre-Learned Transformations
Shibin Parameswaran,
Enming Luo,
Charles-Alban Deledalle,
Truong Q. Nguyen
[pdf]
[bibtex]
@InProceedings{Parameswaran_2017_CVPR_Workshops,
author = {Parameswaran, Shibin and Luo, Enming and Deledalle, Charles-Alban and Nguyen, Truong Q.},
title = {Fast External Denoising Using Pre-Learned Transformations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

FormResNet: Formatted Residual Learning for Image Restoration
Jianbo Jiao,
Wei-Chih Tu,
Shengfeng He,
Rynson W. H. Lau
[pdf]
[bibtex]
@InProceedings{Jiao_2017_CVPR_Workshops,
author = {Jiao, Jianbo and Tu, Wei-Chih and He, Shengfeng and Lau, Rynson W. H.},
title = {FormResNet: Formatted Residual Learning for Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Exploiting Reflectional and Rotational Invariance in Single Image Superresolution
Simon Donne,
Laurens Meeus,
Hiep Quang Luong,
Bart Goossens,
Wilfried Philips
[pdf]
[bibtex]
@InProceedings{Donne_2017_CVPR_Workshops,
author = {Donne, Simon and Meeus, Laurens and Quang Luong, Hiep and Goossens, Bart and Philips, Wilfried},
title = {Exploiting Reflectional and Rotational Invariance in Single Image Superresolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Image Super Resolution Based on Fusing Multiple Convolution Neural Networks
Haoyu Ren,
Mostafa El-Khamy,
Jungwon Lee
[pdf]
[bibtex]
@InProceedings{Ren_2017_CVPR_Workshops,
author = {Ren, Haoyu and El-Khamy, Mostafa and Lee, Jungwon},
title = {Image Super Resolution Based on Fusing Multiple Convolution Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

PaletteNet: Image Recolorization With Given Color Palette
Junho Cho,
Sangdoo Yun,
Kyoung Mu Lee,
Jin Young Choi
[pdf]
[bibtex]
@InProceedings{Cho_2017_CVPR_Workshops,
author = {Cho, Junho and Yun, Sangdoo and Mu Lee, Kyoung and Young Choi, Jin},
title = {PaletteNet: Image Recolorization With Given Color Palette},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests
Jun-Jie Huang,
Tianrui Liu,
Pier Luigi Dragotti,
Tania Stathaki
[pdf]
[bibtex]
@InProceedings{Huang_2017_CVPR_Workshops,
author = {Huang, Jun-Jie and Liu, Tianrui and Luigi Dragotti, Pier and Stathaki, Tania},
title = {SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Image Denoising via CNNs: An Adversarial Approach
Nithish Divakar,
R. Venkatesh Babu
[pdf] [arXiv]
[bibtex]
@InProceedings{Divakar_2017_CVPR_Workshops,
author = {Divakar, Nithish and Venkatesh Babu, R.},
title = {Image Denoising via CNNs: An Adversarial Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy
Suhas Sreehari,
S. V. Venkatakrishnan,
Katherine L. Bouman,
Jeffrey P. Simmons,
Lawrence F. Drummy,
Charles A. Bouman
[pdf] [arXiv]
[bibtex]
@InProceedings{Sreehari_2017_CVPR_Workshops,
author = {Sreehari, Suhas and Venkatakrishnan, S. V. and Bouman, Katherine L. and Simmons, Jeffrey P. and Drummy, Lawrence F. and Bouman, Charles A.},
title = {Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Fast and Accurate Image Super-Resolution Using a Combined Loss
Jinchang Xu,
Yu Zhao,
Yuan Dong,
Hongliang Bai
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR_Workshops,
author = {Xu, Jinchang and Zhao, Yu and Dong, Yuan and Bai, Hongliang},
title = {Fast and Accurate Image Super-Resolution Using a Combined Loss},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Deep Wavelet Prediction for Image Super-Resolution
Tiantong Guo,
Hojjat Seyed Mousavi,
Tiep Huu Vu,
Vishal Monga
[pdf]
[bibtex]
@InProceedings{Guo_2017_CVPR_Workshops,
author = {Guo, Tiantong and Seyed Mousavi, Hojjat and Huu Vu, Tiep and Monga, Vishal},
title = {Deep Wavelet Prediction for Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results
Radu Timofte,
Eirikur Agustsson,
Luc Van Gool,
Ming-Hsuan Yang,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Timofte_2017_CVPR_Workshops,
author = {Timofte, Radu and Agustsson, Eirikur and Van Gool, Luc and Yang, Ming-Hsuan and Zhang, Lei},
title = {NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study
Eirikur Agustsson,
Radu Timofte
[pdf]
[bibtex]
@InProceedings{Agustsson_2017_CVPR_Workshops,
author = {Agustsson, Eirikur and Timofte, Radu},
title = {NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Enhanced Deep Residual Networks for Single Image Super-Resolution
Bee Lim,
Sanghyun Son,
Heewon Kim,
Seungjun Nah,
Kyoung Mu Lee
[pdf] [arXiv]
[bibtex]
@InProceedings{Lim_2017_CVPR_Workshops,
author = {Lim, Bee and Son, Sanghyun and Kim, Heewon and Nah, Seungjun and Mu Lee, Kyoung},
title = {Enhanced Deep Residual Networks for Single Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification
Woong Bae,
Jaejun Yoo,
Jong Chul Ye
[pdf] [arXiv]
[bibtex]
@InProceedings{Bae_2017_CVPR_Workshops,
author = {Bae, Woong and Yoo, Jaejun and Chul Ye, Jong},
title = {Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

A Deep Convolutional Neural Network With Selection Units for Super-Resolution
Jae-Seok Choi,
Munchurl Kim
[pdf]
[bibtex]
@InProceedings{Choi_2017_CVPR_Workshops,
author = {Choi, Jae-Seok and Kim, Munchurl},
title = {A Deep Convolutional Neural Network With Selection Units for Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Balanced Two-Stage Residual Networks for Image Super-Resolution
Yuchen Fan,
Honghui Shi,
Jiahui Yu,
Ding Liu,
Wei Han,
Haichao Yu,
Zhangyang Wang,
Xinchao Wang,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Fan_2017_CVPR_Workshops,
author = {Fan, Yuchen and Shi, Honghui and Yu, Jiahui and Liu, Ding and Han, Wei and Yu, Haichao and Wang, Zhangyang and Wang, Xinchao and Huang, Thomas S.},
title = {Balanced Two-Stage Residual Networks for Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}