Publications of Stefanos Eleftheriadis
Gaussian Process Domain Experts for Modeling of Facial Affect
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
IEEE Transactions on Image Processing.
26(10):
pp. 4697 - 4711,
2017.
@article{eleftheriadis2017gaussian,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
pages = {4697--4711},
journal = {IEEE Transactions on Image Processing},
number = {10},
publisher = {IEEE},
title = {Gaussian Process Domain Experts for Modeling of Facial Affect},
volume = {26},
year = {2017},
}
@inproceedings{linh2017deepcoder,
author = {L. Tran and R. Walecki and O. Rudovic and S. Eleftheriadis and B. Schuller and M. Pantic},
pages = {3190--3199},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
title = {DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding},
year = {2017},
}
Gaussian Processes for Modeling of Facial Expressions
S. Eleftheriadis.
PhD Thesis,
November
2016.
@phdthesis{ele_thesis,
author = {S. Eleftheriadis},
month = {November},
title = {Gaussian Processes for Modeling of Facial Expressions},
year = {2016},
}
Joint Facial Action Unit Detection and Feature Fusion: A Multi-conditional Learning Approach
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
IEEE Transactions on Image Processing.
25(12):
pp. 5727 - 5742,
2016.
@article{eleftheriadis_tip2,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {5727--5742},
journal = {IEEE Transactions on Image Processing},
number = {12},
title = {Joint Facial Action Unit Detection and Feature Fusion: A Multi-conditional Learning Approach},
volume = {25},
year = {2016},
}
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
Asian Conference on Computer Vision.
Taipei, Taiwan,
November
2016.
@inproceedings{eleftheriadis_accv,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
address = {Taipei, Taiwan},
booktitle = {Asian Conference on Computer Vision},
month = {November},
title = {Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units},
year = {2016},
}
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition.
Las Vegas, NV, USA,
June
2016.
@inproceedings{eleftheriadis_gpde,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
address = {Las Vegas, NV, USA},
booktitle = {International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition},
month = {June},
title = {Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis},
year = {2016},
}
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
International Conference on Computer Vision (ICCV).
Santiago, Chile,
December
2015.
@inproceedings{eleftheriadis_iccv,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
address = {Santiago, Chile},
booktitle = { International Conference on Computer Vision (ICCV)},
month = {December},
title = {Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection},
year = {2015},
}
%0 Conference Proceedings
%T Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
%A Eleftheriadis, S.
%A Rudovic, O.
%A Pantic, M.
%B International Conference on Computer Vision (ICCV)
%D 2015
%8 December
%C Santiago, Chile
%F eleftheriadis_iccv
Discriminative Shared Gaussian Processes for Multi-view and View-invariant Facial Expression Recognition
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
IEEE Transactions on Image Processing.
24(1):
pp. 189 - 204,
2015.
@article{eleftheriadis_TIP2014,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {189--204},
journal = {IEEE Transactions on Image Processing},
number = {1},
title = {Discriminative Shared Gaussian Processes for Multi-view and View-invariant Facial Expression Recognition},
volume = {24},
year = {2015},
}
View-constrained Latent Variable Model for Multi-view Facial Expression Classification
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA.
pp. 292 - 303,
December
2014.
@inproceedings{eleftheriadis_ISVC2014,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {292--303},
booktitle = {Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA},
month = {December},
title = {View-constrained Latent Variable Model for Multi-view Facial Expression Classification},
year = {2014},
}
%0 Conference Proceedings
%T View-constrained Latent Variable Model for Multi-view Facial Expression Classification
%A Eleftheriadis, S.
%A Rudovic, O.
%A Pantic, M.
%B Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA
%D 2014
%8 December
%F eleftheriadis_ISVC2014
%P 292-303
Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
Advances in Visual Computing, 9th International Symposium, ISVC.
Springer Berlin Heidelberg,
pp. 527 - 538,
2013.
@inproceedings{Eleftheriadis_ISVC13,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {527--538},
booktitle = {Advances in Visual Computing, 9th International Symposium, ISVC},
publisher = {Springer Berlin Heidelberg},
series = {Lecture Notes in Computer Science},
title = {Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition},
year = {2013},
}
%0 Conference Proceedings
%T Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition
%A Eleftheriadis, S.
%A Rudovic, O.
%A Pantic, M.
%B Advances in Visual Computing, 9th International Symposium, ISVC
%D 2013
%I Springer Berlin Heidelberg
%F Eleftheriadis_ISVC13
%P 527-538