Mr. George Trigeorgis
Past Member
Publications
Journal articles
Joint multi-view face alignment in the wild
J. Deng, G. Trigeorgis, Y. Zhou, S. Zafeiriou. TIP. 2019.
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},
}
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.
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},
}
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.
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},
}
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.
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},
}
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.
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},
}
A deep matrix factorization method for learning attribute representations
G. Trigeorgis, K. Bousmalis, S. Zafeiriou, B. Schuller. submitted to TPAMI. 2015.
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},
}
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.
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},
}
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.
booktitle = {ECCV},
title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
year = {2022},
}
Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models
K. Songsri-in, G. Trigeorgis, S. Zafeiriou. FG'2018. 2018.
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},
}
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.
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},
}
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},
}
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.
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},
}
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.
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},
}
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.
booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
month = {June},
title = {Deep Canonical Time Warping},
year = {2016},
}
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.
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},
}
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.
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},
}
A Deep Semi-NMF Model for Learning Hidden Representations
G. Trigeorgis, K. Bousmalis, S. Zafeiriou, B. Schuller. International Conference on Machine Learning. 2014.
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},
}