Grigorios Chrysos

Dr. Grigorios Chrysos

Position:

Past Member

Email:

Biography

I am currently a postdoctoral researcher in Ecole Polytechnique Federale de Lausanne (EPFL). You can find my new site at: https://people.epfl.ch/grigorios.chrysos/?lang=en. A detailed list of publications can be found in my Google Scholar page.

Previously, I was a PhD student in the the Department of Computing, Imperial College London, U.K., working at the iBUG group. I received my diploma (M.Eng.) in Electrical and Computer Engineering from National Technical University of Athens (NTUA), Greece. My main research interests lie in machine learning and computer vision.

Publications

Journal articles

Deep Polynomial Neural Networks

G. Chrysos, S. Moschoglou, G. Bouritsas, J. Deng, Y. Panagakis, S. Zafeiriou. TPAMI. 2021.

Bibtex reference [hide]
@article{TPAMI2021DeepPolynomialNeuralNetworks,
    author = {G. Chrysos and S. Moschoglou and G. Bouritsas and J. Deng and Y. Panagakis and S. Zafeiriou},
    journal = {TPAMI},
    title = {Deep Polynomial Neural Networks},
    year = {2021},
}
Endnote reference [hide]

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking

J. Deng, A. Roussos, G. Chrysos, E. Ververas, I. Kotsia, J. Shen, S. Zafeiriou. IJCV. 2019.

Bibtex reference [hide]
@article{ijcvmenpo,
    author = {J. Deng and A. Roussos and G. Chrysos and E. Ververas and I. Kotsia and J. Shen and S. Zafeiriou},
    journal = {IJCV},
    publisher = {IJCV},
    title = {The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking},
    year = {2019},
}
Endnote reference [hide]

Motion Deblurring of Faces

G. Chrysos, P. Favaro, S. Zafeiriou. International Journal of Computer Vision. 2018.

Bibtex reference [hide]
@article{2019_ijcv_deblurring,
    author = {G. Chrysos and P. Favaro and S. Zafeiriou},
    journal = { International Journal of Computer Vision},
    title = {Motion Deblurring of Faces},
    year = {2018},
}
Endnote reference [hide]

IPST: Incremental Pictorial Structures for model-free Tracking of deformable objects

G. Chrysos, E. Antonakos, S. Zafeiriou. IEEE Transactions on Image Processing. 2018.

Bibtex reference [hide]
@article{2018_incremental_pictorial_tracking,
    author = {G. Chrysos and E. Antonakos and S. Zafeiriou},
    journal = {IEEE Transactions on Image Processing},
    title = {IPST: Incremental Pictorial Structures for model-free Tracking of deformable objects},
    year = {2018},
}
Endnote reference [hide]

PD2T: Person-specific Detection, Deformable Tracking

G. Chrysos, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). 2018.

Bibtex reference [hide]
@article{2017_pami_offline_deformable_tracking,
    author = {G. Chrysos and S. Zafeiriou},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
    title = {PD2T: Person-specific Detection, Deformable Tracking},
    year = {2018},
}
Endnote reference [hide]

A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"

G. Chrysos, E. Antonakos, P. Snape, A. Asthana, S. Zafeiriou. International Journal of Computer Vision. pp. 1 - 35, February 2017.

Bibtex reference [hide]
@article{chrysos2016comprehensive,
    author = {G. Chrysos and E. Antonakos and P. Snape and A. Asthana and S. Zafeiriou},
    pages = {1--35},
    journal = {International Journal of Computer Vision},
    month = {February},
    title = {A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"},
    url = {https://link.springer.com/article/10.1007/s11263-017-0999-5},
    year = {2017},
}
Endnote reference [hide]

Conference articles

Π-nets: Deep Polynomial Neural Networks

G. Chrysos, S. Moschoglou, G. Bouritsas, Y. Panagakis, J. Deng, S. Zafeiriou. CVPR. 2020.

Bibtex reference [hide]
@inproceedings{polynomialNets2020,
    author = {G. Chrysos and S. Moschoglou and G. Bouritsas and Y. Panagakis and J. Deng and S. Zafeiriou},
    booktitle = {CVPR},
    title = {Π-nets: Deep Polynomial Neural Networks},
    year = {2020},
}
Endnote reference [hide]

Robust Conditional Generative Adversarial Networks

G. Chrysos, J. Kossaifi, S. Zafeiriou. ICLR. May 2019.

Bibtex reference [hide]
@inproceedings{chrysos2019,
    booktitle = {ICLR},
    month = {May},
    title = {Robust Conditional Generative Adversarial Networks},
    year = {2019},
}
Endnote reference [hide]

Deep Face Deblurring

G. Chrysos, S. Zafeiriou. 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2017.

Bibtex reference [hide]
@inproceedings{chrysos_2017,
    author = {G. Chrysos and S. Zafeiriou},
    booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
    title = {Deep Face Deblurring},
    year = {2017},
}
Endnote reference [hide]

The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results

J. Shen, S. Zafeiriou, G. Chrysos, J. Kossaifi, G. Tzimiropoulos, M. Pantic. Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15). December 2015.

Bibtex reference [hide]
@inproceedings{300VW,
    author = {J. Shen and S. Zafeiriou and G. Chrysos and J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    booktitle = {Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15)},
    month = {December},
    title = {The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results},
    year = {2015},
}
Endnote reference [hide]

Offline Deformable Face Tracking in Arbitrary Videos

G. Chrysos, E. Antonakos, S. Zafeiriou, P. Snape. IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW). Santiago, Chile, pp. 954 - 962, December 2015.

Bibtex reference [hide]
@inproceedings{chrysos2015offline,
    author = {G. Chrysos and E. Antonakos and S. Zafeiriou and P. Snape},
    pages = {954--962},
    address = {Santiago, Chile},
    booktitle = {IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW)},
    month = {December},
    title = {Offline Deformable Face Tracking in Arbitrary Videos},
    year = {2015},
}
Endnote reference [hide]