George  Trigeorgis

Mr. George Trigeorgis

Position:

Research Assistant / PhD Student

Email:

Publications

Journal articles

A deep matrix factorization method for learning attribute representations

G. Trigeorgis, K. Bousmalis, S. Zafeiriou, B. Schuller. submitted to TPAMI. 2015.

Bibtex reference [hide]
@article{dsnmf2015,
    author = {G. Trigeorgis and K. Bousmalis and S. Zafeiriou and B. Schuller},
    journal = {submitted to TPAMI},
    title = {A deep matrix factorization method for learning attribute representations},
    year = {2015},
}
Endnote reference [hide]

An algorithm for finding biologically significant features in microarray data based on a priori manifold learning

Z. Hira, G. Trigeorgis, D. F. Gillies. PloS one. 9(3): pp. 90562, 2014.

Bibtex reference [hide]
@article{trigeorgis_hira_plos2014,
    author = {Z. Hira and G. Trigeorgis and D. F. Gillies},
    pages = {90562},
    journal = {PloS one},
    number = {3},
    publisher = {Public Library of Science},
    title = {An algorithm for finding biologically significant features in microarray data based on a priori manifold learning},
    volume = {9},
    year = {2014},
}
Endnote reference [hide]

Conference articles

Face Normals “in-the-wild” using Fully Convolutional Networks

G. Trigeorgis, P. Snape, I. Kokkinos, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017.

Bibtex reference [hide]
@inproceedings{trigeorgis_normals,
    author = {G. Trigeorgis and P. Snape and I. Kokkinos and S. Zafeiriou},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {July},
    title = {Face Normals “in-the-wild” using Fully Convolutional Networks},
    year = {2017},
}
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]

DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild

R. Guler, G. Trigeorgis, E. Antonakos, P. Snape, S. Zafeiriou, I. Kokkinos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017.

Bibtex reference [hide]
@inproceedings{guler2017densereg,
    author = {R. Guler and G. Trigeorgis and E. Antonakos and P. Snape and S. Zafeiriou and I. Kokkinos},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {July},
    title = {DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild},
    url = {https://arxiv.org/pdf/1612.01202v1.pdf},
    year = {2017},
}
Endnote reference [hide]

Adaptive Cascaded Regression

E. Antonakos, P. Snape, G. Trigeorgis, S. Zafeiriou. Proceedings of IEEE International Conference on Image Processing (ICIP). Phoenix, AZ, USA, pp. 1649 - 1653, Oral. September 2016.

Bibtex reference [hide]
@inproceedings{antonakos2016adaptive,
    author = {E. Antonakos and P. Snape and G. Trigeorgis and S. Zafeiriou},
    pages = {1649--1653},
    address = {Phoenix, AZ, USA},
    booktitle = {Proceedings of IEEE International Conference on Image Processing (ICIP)},
    month = {September},
    note = {Oral},
    title = {Adaptive Cascaded Regression},
    year = {2016},
}
Endnote reference [hide]

Deep Canonical Time Warping

G. Trigeorgis, M. A. Nicolaou, S. Zafeiriou, B. Schuller. Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16). June 2016.

Bibtex reference [hide]
@inproceedings{trigeorgis2016DCTW,
    booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
    month = {June},
    title = {Deep Canonical Time Warping},
    year = {2016},
}
Endnote reference [hide]

Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment

G. Trigeorgis, P. Snape, M. A. Nicolaou, E. Antonakos, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas, NV, USA, pp. 4177 - 4187, June 2016.

Bibtex reference [hide]
@inproceedings{trigeorgis2016mnemonic,
    author = {G. Trigeorgis and P. Snape and M. A. Nicolaou and E. Antonakos and S. Zafeiriou},
    pages = {4177--4187},
    address = {Las Vegas, NV, USA},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    title = {Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment},
    year = {2016},
}
Endnote reference [hide]

Adieu Features? End-to- End Speech Emotion Recognition using a Deep Convolutional Recurrent Network

G. Trigeorgis, F. Ringeval, R. B. , E. Marchi, M. Nicoalou a., B. Schuller, S. Zafeiriou. ICASSP. march 2016.

Bibtex reference [hide]
@inproceedings{trigeorgis_icassp16,
    author = {G. Trigeorgis and F. Ringeval and R. B. and E. Marchi and M. Nicoalou a. and B. Schuller and S. Zafeiriou},
    booktitle = {ICASSP},
    month = {march},
    title = {Adieu Features? End-to- End Speech Emotion Recognition using a Deep Convolutional Recurrent Network},
    year = {2016},
}
Endnote reference [hide]

A Deep Semi-NMF Model for Learning Hidden Representations

G. Trigeorgis, K. Bousmalis, S. Zafeiriou, B. Schuller. International Conference on Machine Learning. 2014.

Bibtex reference [hide]
@inproceedings{dsnmf2014,
    author = {G. Trigeorgis and K. Bousmalis and S. Zafeiriou and B. Schuller},
    booktitle = {International Conference on Machine Learning},
    title = {A Deep Semi-NMF Model for Learning Hidden Representations},
    year = {2014},
}
Endnote reference [hide]