Dr. Stylianos Ploumpis
Biography
Stylianos is currently a Senior Research Scientist at Google, where he applies his expertise in 3D computer vision and machine learning. Previously, he held a senior research role at Huawei Technologies Co. Ltd. His career path also includes a Research Intern position at Microsoft Corporation in Seattle, WA (2019), and a founding member and Computer Vision Scientist role at Facesoft Ltd., specializing in 3D computer vision tasks. Stylianos holds a PhD from the Department of Computing at Imperial College London, where he was supervised by Dr. Stefanos Zafeiriou. He specialises in the field of 3D Computer Vision, 3D Morphable Models, and Machine Learning. Prior to his doctorate, he pursued an MSc in Computing (specializing in Machine Learning) at Imperial College London in 2015. His educational foundation rests on a Diploma and Master of Industrial Engineering from Democritus University of Thrace, Greece (D.U.T.H.), obtained in 2013 with a focus on Industrial Robotics.
Face analysis:
3D facial expression modelling and recognition
Biometrics & Behaviometrics:
Face identification from 3D face imagery
Publications
Journal articles
Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction
B. Gecer, S. Ploumpis, I. Kotsia, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2021.
author = {B. Gecer and S. Ploumpis and I. Kotsia and S. Zafeiriou},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
publisher = {IEEE},
title = {Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction},
year = {2021},
}
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},
}
A stereo matching approach based on particle filters and scattered control landmarks
S. Ploumpis, A. Amanatiadis, A. Gasteratos. Image and Vision Computing. 38: pp. 13 - 23, 2015.
author = {S. Ploumpis and A. Amanatiadis and A. Gasteratos},
pages = {13--23},
journal = {Image and Vision Computing},
publisher = {Elsevier},
title = {A stereo matching approach based on particle filters and scattered control landmarks},
volume = {38},
year = {2015},
}
Conference articles
FitMe: Deep Photorealistic 3D Morphable Model Avatars
A. Lattas, S. Moschoglou, S. Ploumpis, B. Gecer, J. Deng, S. Zafeiriou. CVPR. 2023.
booktitle = {CVPR},
title = {FitMe: Deep Photorealistic 3D Morphable Model Avatars},
year = {2023},
}
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},
}
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},
}
Combining 3D Morphable Models: A Large scale Face-and-Head Model
S. Ploumpis, H. Wang, W. Smith, N. Pears, S. Zafeiriou. CVPR (ORAL). June 2019.
booktitle = {CVPR (ORAL)},
month = {June},
title = {Combining 3D Morphable Models: A Large scale Face-and-Head Model},
year = {2019},
}
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction
B. Gecer, S. Ploumpis, I. Kotsia, S. Zafeiriou. CVPR 2019. 2019.
author = {B. Gecer and S. Ploumpis and I. Kotsia and S. Zafeiriou},
booktitle = {CVPR 2019},
title = {GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction},
year = {2019},
}
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},
}
3D Face Morphable Models "In-the-Wild"
J. Booth, E. Antonakos, S. Ploumpis, G. Trigeorgis, Y. Panagakis, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017.
author = {J. Booth and E. Antonakos and S. Ploumpis and G. Trigeorgis and Y. Panagakis and S. Zafeiriou},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
title = {3D Face Morphable Models "In-the-Wild"},
url = {https://arxiv.org/abs/1701.05360},
year = {2017},
}