Mr. Stylianos Moschoglou
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
Deep Polynomial Neural Networks
G. Chrysos, S. Moschoglou, G. Bouritsas, J. Deng, Y. Panagakis, S. Zafeiriou. TPAMI. 2022.
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 = {2022},
}
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.
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},
}
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.
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},
}
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.
journal = {IEEE Journal of Selected Topics in Signal Processing,},
month = {December},
title = {Multi-Attribute Robust Component Analysis for Facial UV Maps},
year = {2018},
}
Conference articles
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
A. Papaioannou, B. Gecer, S. Cheng, G. Chrysos, J. Deng, E. Fotiadou, C. Kampouris, D. Kollias, S. Moschoglou, K. Songsri-in, S. Ploumpis, G. Trigeorgis, P. Tzirakis, E. Ververas, Y. Zhou, A. Ponniah, A. Roussos, S. Zafeiriou. ECCV. 2022.
booktitle = {ECCV},
title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
year = {2022},
}
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.
booktitle = {ECCV},
title = {Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks},
year = {2020},
}
Π-nets: Deep Polynomial Neural Networks
G. Chrysos, S. Moschoglou, G. Bouritsas, Y. Panagakis, J. Deng, S. Zafeiriou. CVPR. 2020.
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},
}
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.
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},
}
Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes
S. Moschoglou, S. Ploumpis, M. A. Nicolaou, S. Zafeiriou. ACCV 2018. 2018.
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},
}