Mr. Stylianos Ploumpis
Research Assistant / PhD Student
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.
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.
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
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},
}
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},
}