Stylianos Moschoglou

Mr. Stylianos Moschoglou

Position:

Research Assistant / PhD Student

Email:

Personal website:

http://www.moschoglou.com/

Biography

Stylianos received his Diploma/MEng in Electrical and Computer Engineering from Aristotle University of Thessaloniki, Greece, in 2014. In 2015-16, he pursued an MSc in Computing (specialisation Artificial Intelligence) at Imperial College London, U.K., where he completed his project under the supervision of Dr. Stefanos Zafeiriou.

He is currently a PhD student at the Department of Computing, Imperial College London, under the supervision of Dr. Stefanos Zafeiriou. His interests lie within the area of Machine Learning and in particular in Generative Adversarial Networks and Component Analysis.

Publications

Journal articles

AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs

A. Lattas, S. Moschoglou, S. Ploumpis, B. Gecer, A. Ghosh, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2021.

Bibtex reference [hide]
@article{lattas2021avatarme++,
    author = {A. Lattas and S. Moschoglou and S. Ploumpis and B. Gecer and A. Ghosh and S. Zafeiriou},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    publisher = {IEEE},
    title = {AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs},
    year = {2021},
}
Endnote reference [hide]

Towards a Complete 3D Morphable Model of the Human Head

S. Ploumpis, E. Ververas, E. O. Sullivan, S. Moschoglou, H. Wang, N. Pears, W. A. Smith, B. Gecer, S. Zafeiriou. IEEE Transactions on Pattern Analysis & Machine Intelligence. 43(11): pp. 4142 - 4160, 2021.

Bibtex reference [hide]
@article{ploumpis2021towards,
    author = {S. Ploumpis and E. Ververas and E. O. Sullivan and S. Moschoglou and H. Wang and N. Pears and W. A. Smith and B. Gecer and S. Zafeiriou},
    pages = {4142--4160},
    journal = {IEEE Transactions on Pattern Analysis & Machine Intelligence},
    number = {11},
    publisher = {IEEE Computer Society},
    title = {Towards a Complete 3D Morphable Model of the Human Head},
    volume = {43},
    year = {2021},
}
Endnote reference [hide]

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]

Multi-Attribute Robust Component Analysis for Facial UV Maps

S. Moschoglou, E. Ververas, Y. Panagakis, M. A. Nicolaou, S. Zafeiriou. IEEE Journal of Selected Topics in Signal Processing,. December 2018.

Bibtex reference [hide]
@article{moschoglou2018,
    journal = {IEEE Journal of Selected Topics in Signal Processing,},
    month = {December},
    title = {Multi-Attribute Robust Component Analysis for Facial UV Maps},
    year = {2018},
}
Endnote reference [hide]

Conference articles

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks

B. Gecer, A. Lattas, S. Ploumpis, J. Deng, A. Papaioannou, S. Moschoglou, S. Zafeiriou. ECCV. 2020.

Bibtex reference [hide]
@inproceedings{barissynthesizing,
    booktitle = {ECCV},
    title = {Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks},
    year = {2020},
}
Endnote reference [hide]

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]

AvatarMe: Realistically Renderable 3D Facial Reconstruction ?In-the-Wild?

A. Lattas, S. Moschoglou, B. Gecer, S. Ploumpis, V. Triantafyllou, A. Ghosh, S. Zafeiriou. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society, pp. 757 - 766, 2020.

Bibtex reference [hide]
@inproceedings{lattas2020avatarme,
    author = {A. Lattas and S. Moschoglou and B. Gecer and S. Ploumpis and V. Triantafyllou and A. Ghosh and S. Zafeiriou},
    pages = {757--766},
    booktitle = {2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    organization = {IEEE Computer Society},
    title = {AvatarMe: Realistically Renderable 3D Facial Reconstruction ?In-the-Wild?},
    year = {2020},
}
Endnote reference [hide]

Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes

S. Moschoglou, S. Ploumpis, M. A. Nicolaou, S. Zafeiriou. ACCV 2018. 2018.

Bibtex reference [hide]
@inproceedings{moschoglou2018a,
    author = {S. Moschoglou and S. Ploumpis and M. A. Nicolaou and S. Zafeiriou},
    booktitle = {ACCV 2018},
    title = {Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes},
    year = {2018},
}
Endnote reference [hide]