Stylianos Ploumpis

Dr. Stylianos Ploumpis

Position:

Research Assistant / PhD Student

Email:

Personal website:

https://www.ploumpis.com/

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.

Research Themes:

Face analysis:
3D facial expression modelling and recognition

Biometrics & Behaviometrics:
Face identification from 3D face imagery

Projects:

epsrc-facer2vm

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.

Bibtex reference [hide]
@article{gecer2021fast,
    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},
}
Endnote reference [hide]

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]

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.

Bibtex reference [hide]
@article{ploumpis2015stereo,
    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},
}
Endnote reference [hide]

Conference articles

FitMe: Deep Photorealistic 3D Morphable Model Avatars

A. Lattas, S. Moschoglou, S. Ploumpis, B. Gecer, J. Deng, S. Zafeiriou. CVPR. 2023.

Bibtex reference [hide]
@inproceedings{lattas2023fitme,
    booktitle = {CVPR},
    title = {FitMe: Deep Photorealistic 3D Morphable Model Avatars},
    year = {2023},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@inproceedings{ECCV2022MimicME,
    booktitle = {ECCV},
    title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
    year = {2022},
}
Endnote reference [hide]

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]

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]

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.

Bibtex reference [hide]
@inproceedings{ploumpis2019,
    booktitle = {CVPR (ORAL)},
    month = {June},
    title = {Combining 3D Morphable Models: A Large scale Face-and-Head Model},
    year = {2019},
}
Endnote reference [hide]

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

B. Gecer, S. Ploumpis, I. Kotsia, S. Zafeiriou. CVPR 2019. 2019.

Bibtex reference [hide]
@inproceedings{baris2019,
    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},
}
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]

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.

Bibtex reference [hide]
@inproceedings{booth2017itw3dmm,
    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},
}
Endnote reference [hide]