Physics Based Vision Meets Deep Learning


In Defense of Shallow Learned Spectral Reconstruction From RGB Images
Jonas Aeschbacher,
Jiqing Wu,
Radu Timofte
[pdf]
[bibtex]
@InProceedings{Aeschbacher_2017_ICCV_Workshops,
author = {Aeschbacher, Jonas and Wu, Jiqing and Timofte, Radu},
title = {In Defense of Shallow Learned Spectral Reconstruction From RGB Images},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction From RGB
Aitor Alvarez-Gila,
Joost van de Weijer,
Estibaliz Garrote
[pdf] [arXiv]
[bibtex]
@InProceedings{Alvarez-Gila_2017_ICCV_Workshops,
author = {Alvarez-Gila, Aitor and van de Weijer, Joost and Garrote, Estibaliz},
title = {Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction From RGB},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Photo-Realistic Simulation of Road Scene for Data-Driven Methods in Bad Weather
Kunming Li,
Yu Li,
Shaodi You,
Nick Barnes
[pdf]
[bibtex]
@InProceedings{Li_2017_ICCV_Workshops,
author = {Li, Kunming and Li, Yu and You, Shaodi and Barnes, Nick},
title = {Photo-Realistic Simulation of Road Scene for Data-Driven Methods in Bad Weather},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Deep Photometric Stereo Network
Hiroaki Santo,
Masaki Samejima,
Yusuke Sugano,
Boxin Shi,
Yasuyuki Matsushita
[pdf]
[bibtex]
@InProceedings{Santo_2017_ICCV_Workshops,
author = {Santo, Hiroaki and Samejima, Masaki and Sugano, Yusuke and Shi, Boxin and Matsushita, Yasuyuki},
title = {Deep Photometric Stereo Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Hierarchical Feature Degradation Based Blind Image Quality Assessment
Jinjian Wu,
Jichen Zeng,
Yongxu Liu,
Guangming Shi,
Weisi Lin
[pdf]
[bibtex]
@InProceedings{Wu_2017_ICCV_Workshops,
author = {Wu, Jinjian and Zeng, Jichen and Liu, Yongxu and Shi, Guangming and Lin, Weisi},
title = {Hierarchical Feature Degradation Based Blind Image Quality Assessment},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

HSCNN: CNN-Based Hyperspectral Image Recovery From Spectrally Undersampled Projections
Zhiwei Xiong,
Zhan Shi,
Huiqun Li,
Lizhi Wang,
Dong Liu,
Feng Wu
[pdf]
[bibtex]
@InProceedings{Xiong_2017_ICCV_Workshops,
author = {Xiong, Zhiwei and Shi, Zhan and Li, Huiqun and Wang, Lizhi and Liu, Dong and Wu, Feng},
title = {HSCNN: CNN-Based Hyperspectral Image Recovery From Spectrally Undersampled Projections},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

PVNN: A Neural Network Library for Photometric Vision
Ye Yu,
William A. P. Smith
[pdf]
[bibtex]
@InProceedings{Yu_2017_ICCV_Workshops,
author = {Yu, Ye and Smith, William A. P.},
title = {PVNN: A Neural Network Library for Photometric Vision},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}