Learning for Computational Imaging
Removing Imaging Artifacts in Electron Microscopy using an Asymmetrically Cyclic Adversarial Network without Paired Training Data-
[pdf]
[bibtex]@InProceedings{Quan_2019_ICCV_Workshops,
author = {Minh Quan, Tran and Grant Colburn Hildebrand, David and Lee, Kanggeun and Thomas, Logan A. and Kuan, Aaron T. and Allen Lee, Wei-Chung and Jeong, Won-Ki},
title = {Removing Imaging Artifacts in Electron Microscopy using an Asymmetrically Cyclic Adversarial Network without Paired Training Data},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution-
[pdf]
[bibtex]@InProceedings{Li_2019_ICCV_Workshops,
author = {Li, Juncheng and Yuan, Yiting and Mei, Kangfu and Fang, Faming},
title = {Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Video Deblurring: The Devil is in the Details-
[pdf]
[bibtex]@InProceedings{Gast_2019_ICCV_Workshops,
author = {Gast, Jochen and Roth, Stefan},
title = {Deep Video Deblurring: The Devil is in the Details},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography-
[pdf]
[bibtex]@InProceedings{Shamshad_2019_ICCV_Workshops,
author = {Shamshad, Fahad and Hanif, Asif and Abbas, Farwa and Awais, Muhammad and Ahmed, Ali},
title = {Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Hyperspectral Prior: Single-Image Denoising, Inpainting, Super-Resolution-
[pdf]
[bibtex]@InProceedings{Sidorov_2019_ICCV_Workshops,
author = {Sidorov, Oleksii and Yngve Hardeberg, Jon},
title = {Deep Hyperspectral Prior: Single-Image Denoising, Inpainting, Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution-
[pdf]
[bibtex]@InProceedings{Wang_2019_ICCV_Workshops,
author = {Wang, Yingqian and Wang, Longguang and Yang, Jungang and An, Wei and Guo, Yulan},
title = {Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Semi-Supervised Eye Makeup Transfer by Swapping Learned Representation-
[pdf]
[bibtex]@InProceedings{Zhu_2019_ICCV_Workshops,
author = {Zhu, Feida and Cao, Hongji and Feng, Zunlei and Zhang, Yongqiang and Luo, Wenbin and Zhou, Hucheng and Song, Mingli and Ma, Kai-Kuang},
title = {Semi-Supervised Eye Makeup Transfer by Swapping Learned Representation},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing-
[pdf]
[bibtex]@InProceedings{Ratnasingam_2019_ICCV_Workshops,
author = {Ratnasingam, Sivalogeswaran},
title = {Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Image Super-Resolution via Residual Block Attention Networks-
[pdf]
[bibtex]@InProceedings{Dai_2019_ICCV_Workshops,
author = {Dai, Tao and Zha, Hua and Jiang, Yong and Xia, Shu-Tao},
title = {Image Super-Resolution via Residual Block Attention Networks},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Online Regularization by Denoising with Applications to Phase Retrieval-
[pdf]
[bibtex]@InProceedings{Wu_2019_ICCV_Workshops,
author = {Wu, Zihui and Sun, Yu and Liu, Jiaming and Kamilov, Ulugbek},
title = {Online Regularization by Denoising with Applications to Phase Retrieval},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
RIDNet: Recursive Information Distillation Network for Color Image Denoising-
[pdf]
[bibtex]@InProceedings{Zhuo_2019_ICCV_Workshops,
author = {Zhuo, Shengkai and Jin, Zhi and Zou, Wenbin and Li, Xia},
title = {RIDNet: Recursive Information Distillation Network for Color Image Denoising},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
A HVS-Inspired Attention to Improve Loss Metrics for CNN-Based Perception-Oriented Super-Resolution-
[pdf]
[bibtex]@InProceedings{Tariq_2019_ICCV_Workshops,
author = {Tariq, Taimoor and Luis Gonzalez Bello, Juan and Kim, Munchurl},
title = {A HVS-Inspired Attention to Improve Loss Metrics for CNN-Based Perception-Oriented Super-Resolution},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
DeepRED: Deep Image Prior Powered by RED-
[pdf]
[bibtex]@InProceedings{Mataev_2019_ICCV_Workshops,
author = {Mataev, Gary and Milanfar, Peyman and Elad, Michael},
title = {DeepRED: Deep Image Prior Powered by RED},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
CNN-Based Cross-Dataset No-Reference Image Quality Assessment-
[pdf]
[bibtex]@InProceedings{Yang_2019_ICCV_Workshops,
author = {Yang, Dan and Peltoketo, Veli-Tapani and Kamarainen, Joni-Kristian},
title = {CNN-Based Cross-Dataset No-Reference Image Quality Assessment},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium-
[pdf]
[bibtex]@InProceedings{Ghani_2019_ICCV_Workshops,
author = {Usman Ghani, Muhammad and Clem Karl, W.},
title = {Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Blind Unitary Transform Learning for Inverse Problems in Light-Field Imaging-
[pdf]
[bibtex]@InProceedings{Blocker_2019_ICCV_Workshops,
author = {Blocker, Cameron J. and Fessler, Jeffrey A.},
title = {Blind Unitary Transform Learning for Inverse Problems in Light-Field Imaging},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
A Simple and Robust Deep Convolutional Approach to Blind Image Denoising-
[pdf]
[bibtex]@InProceedings{Zhao_2019_ICCV_Workshops,
author = {Zhao, Hengyuan and Shao, Wenze and Bao, Bingkun and Li, Haibo},
title = {A Simple and Robust Deep Convolutional Approach to Blind Image Denoising},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Plug-and-Play Prior for Parallel MRI Reconstruction-
[pdf]
[bibtex]@InProceedings{Yazdanpanah_2019_ICCV_Workshops,
author = {Pour Yazdanpanah, Ali and Afacan, Onur and Warfield, Simon},
title = {Deep Plug-and-Play Prior for Parallel MRI Reconstruction},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction-
[pdf]
[bibtex]@InProceedings{Li_2019_ICCV_Workshops,
author = {Li, Zhipeng and Ye, Siqi and Long, Yong and Ravishankar, Saiprasad},
title = {SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Learning-Based Imaging using Single-Lens and Multi-Aperture Diffractive Optical Systems-
[pdf]
[bibtex]@InProceedings{Nikonorov_2019_ICCV_Workshops,
author = {Nikonorov, Artem and Evdokimova, Viktoria and Petrov, Maksim and Yakimov, Pavel and Bibikov, Sergey and Yuzifovich, Yuriy and Skidanov, Roman and Kazanskiy, Nikolay},
title = {Deep Learning-Based Imaging using Single-Lens and Multi-Aperture Diffractive Optical Systems},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Compressive Sensing for Visual Privacy Protection in FlatCam Imaging-
[pdf]
[bibtex]@InProceedings{Canh_2019_ICCV_Workshops,
author = {Nguyen Canh, Thuong and Nagahara, Hajime},
title = {Deep Compressive Sensing for Visual Privacy Protection in FlatCam Imaging},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}