most recent publications

End-to-End Multimodal Emotion Recognition using Deep Neural Networks

P. Tzirakis, G. Trigeorgis, M. A. Nicolaou, B. Schuller, S. Zafeiriou. IEEE Journal of Selected Topics in Signal Processing 2017. .

Bibtex reference [hide]
@article{endtoendtzirakis2017,
    author = {P. Tzirakis and G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
    journal = {IEEE Journal of Selected Topics in Signal Processing 2017},
    title = {End-to-End Multimodal Emotion Recognition using Deep Neural Networks},
}
Endnote reference [hide]

The 3d menpo facial landmark tracking challenge

S. Zafeiriou, G. Chrysos, A. Roussos, E. Ververas, J. Deng, G. Trigeorgis. 2017 IEEE International Conference on Computer Vision Workshops (ICCV-W). .

Bibtex reference [hide]
@inproceedings{3dmenpo,
    author = {S. Zafeiriou and G. Chrysos and A. Roussos and E. Ververas and J. Deng and G. Trigeorgis},
    booktitle = {2017 IEEE International Conference on Computer Vision Workshops (ICCV-W)},
    title = {The 3d menpo facial landmark tracking challenge},
}
Endnote reference [hide]

Deep Face Deblurring

G. Chrysos, S. Zafeiriou. 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). .

Bibtex reference [hide]
@inproceedings{chrysos_2017,
    booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
    title = {Deep Face Deblurring},
}
Endnote reference [hide]

GAGAN: Geometry-Aware Generative Adversarial Networks

J. Kossaifi, L. Tran, Y. Panagakis, M. Pantic. arXiv preprint arXiv:1712.00684. 2017.

Bibtex reference [hide]
@conference{kossaifi2017gagan,
    author = {J. Kossaifi and L. Tran and Y. Panagakis and M. Pantic},
    booktitle = {arXiv preprint arXiv:1712.00684},
    journal = {arXiv preprint arXiv:1712.00684},
    title = {GAGAN: Geometry-Aware Generative Adversarial Networks},
    url = {https://arxiv.org/abs/1712.00684},
    year = {2017},
}
Endnote reference [hide]

Nonnegative Decompositions for Dynamic Visual Data Analysis.

L. Zafeiriou, Y. Panagakis, M. Pantic, S. Zafeiriou. IEEE transactions on image processing: a publication of the IEEE Signal Processing Society. 26(12): pp. 5603, 2017.

Bibtex reference [hide]
@article{zafeiriou2017nonnegative,
    author = {L. Zafeiriou and Y. Panagakis and M. Pantic and S. Zafeiriou},
    pages = {5603},
    journal = {IEEE transactions on image processing: a publication of the IEEE Signal Processing Society},
    number = {12},
    title = {Nonnegative Decompositions for Dynamic Visual Data Analysis.},
    volume = {26},
    year = {2017},
}
Endnote reference [hide]

Robust Joint and Individual Variance Explained

C. Sagonas, Y. Panagakis, A. Leidinger, S. Zafeiriou. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR). July 2017.

Bibtex reference [hide]
@inproceedings{rjive_sagonas_cvpr,
    author = {C. Sagonas and Y. Panagakis and A. Leidinger and S. Zafeiriou},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR)},
    month = {July},
    title = { Robust Joint and Individual Variance Explained},
    year = {2017},
}
Endnote reference [hide]

A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity

R. Walecki, O. Rudovic, V. Pavlovic, M. Pantic. IEEE Transactions on Affective Computing. 2017.

Bibtex reference [hide]
@article{walecki2017copula,
    author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
    journal = {IEEE Transactions on Affective Computing},
    publisher = {IEEE},
    title = {A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity},
    year = {2017},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge

M. F. Valstar, E. Sánchez-lozano, J. Cohn, L. A. Jeni, J. M. Girard, Z. Zhang, L. Yin, M. Pantic. arXiv preprint arXiv:1702.04174. 2017.

Bibtex reference [hide]
@article{valstar2017fera,
    author = {M. F. Valstar and E. Sánchez-lozano and J. Cohn and L. A. Jeni and J. M. Girard and Z. Zhang and L. Yin and M. Pantic},
    journal = {arXiv preprint arXiv:1702.04174},
    title = {FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge},
    year = {2017},
}
Endnote reference [hide]

DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding

L. Tran, R. Walecki, O. Rudovic, S. Eleftheriadis, B. Schuller, M. Pantic. The IEEE International Conference on Computer Vision (ICCV). pp. 3190 - 3199, 2017.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]