George  Trigeorgis

Mr. George Trigeorgis

Position:

Past Member

Email:

Publications

Journal articles

Joint multi-view face alignment in the wild

J. Deng, G. Trigeorgis, Y. Zhou, S. Zafeiriou. TIP. 2019.

Bibtex reference [hide]
@article{JiankangDeng_TIP_MHM,
    author = {J. Deng and G. Trigeorgis and Y. Zhou and S. Zafeiriou},
    journal = {TIP},
    title = {Joint multi-view face alignment in the wild},
    year = {2019},
}
Endnote reference [hide]

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. January 2018.

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},
    month = {January},
    title = {End-to-End Multimodal Emotion Recognition using Deep Neural Networks},
    year = {2018},
}
Endnote reference [hide]

Deep Canonical Time Warping for simultaneous alignment and representation learning of sequences

G. Trigeorgis, M. A. Nicolaou, B. Schuller, S. Zafeiriou. IEEE transactions on Pattern Analysis and Machine Intelligence. 2017.

Bibtex reference [hide]
@article{trigeorgis_2017_dctw,
    author = {G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
    journal = {IEEE transactions on Pattern Analysis and Machine Intelligence},
    title = {Deep Canonical Time Warping for simultaneous alignment and representation learning of sequences},
    year = {2017},
}
Endnote reference [hide]

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. 11(8): pp. 1301 - 1309, 2017.

Bibtex reference [hide]
@article{tzirakis2017end,
    author = {P. Tzirakis and G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
    pages = {1301--1309},
    journal = {IEEE Journal of Selected Topics in Signal Processing},
    number = {8},
    publisher = {IEEE},
    title = {End-to-end multimodal emotion recognition using deep neural networks},
    volume = {11},
    year = {2017},
}
Endnote reference [hide]

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. 11(8): pp. 1301 - 1309, 2017.

Bibtex reference [hide]
@article{tzirakis2017end_duplicate,
    author = {P. Tzirakis and G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
    pages = {1301--1309},
    journal = {IEEE Journal of Selected Topics in Signal Processing},
    number = {8},
    publisher = {IEEE},
    title = {End-to-end multimodal emotion recognition using deep neural networks},
    volume = {11},
    year = {2017},
}
Endnote reference [hide]

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

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis

A. Papaioannou, B. Gecer, S. Cheng, G. Chrysos, J. Deng, E. Fotiadou, C. Kampouris, D. Kollias, S. Moschoglou, K. Songsri-in, S. Ploumpis, G. Trigeorgis, P. Tzirakis, E. Ververas, Y. Zhou, A. Ponniah, A. Roussos, S. Zafeiriou. ECCV. 2022.

Bibtex reference [hide]
@inproceedings{ECCV2022MimicME,
    booktitle = {ECCV},
    title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
    year = {2022},
}
Endnote reference [hide]

Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models

K. Songsri-in, G. Trigeorgis, S. Zafeiriou. FG'2018. 2018.

Bibtex reference [hide]
@inproceedings{krit2018,
    author = {K. Songsri-in and G. Trigeorgis and S. Zafeiriou},
    booktitle = {FG'2018},
    title = {Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models},
    year = {2018},
}
Endnote reference [hide]

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]