Stylianos Ploumpis

Mr. Stylianos Ploumpis

Position:

Research Assistant / PhD Student

Email:

Biography

Stylianos Ploumpis received the Diploma and Master of Industrial Engineering from Democritus University of Thrace, Greece (D.U.T.H.), in 2013 majoring in Industrial Robotics. He pursued an MSc in Computing (specialisation Machine Learning) at Imperial College London in 2015.

Currently, he is a PhD candidate/Researcher at the Department of Computing at Imperial College, under the supervision of Dr. Stefanos Zafeiriou. His research interests lie in the field of 3D Computer Vision, 3D Morphable Models and Machine Learning. Additionally, in conjunction with his postgraduate studies, Stylianos is currently undergoing a three month internship with Microsoft corporation in Redmond, WA. 

Projects:

epsrc-facer2vm

Publications

Journal articles

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

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]