Mr. Panagiotis Tzirakis
Research Assistant / PhD Student
Publications
Journal articles
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
D. Kollias, P. Tzirakis, M. A. Nicolaou, A. Papaioannou, G. Zhao, B. Schuller, I. Kotsia, S. Zafeiriou. International Journal of Computer Vision. feb 2019.
author = {D. Kollias and P. Tzirakis and M. A. Nicolaou and A. Papaioannou and G. Zhao and B. Schuller and I. Kotsia and S. Zafeiriou},
journal = {International Journal of Computer Vision},
month = {feb},
publisher = {Springer Nature},
title = {Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond},
url = {https://doi.org/10.1007/s11263-019-01158-4},
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},
}
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},
}
Conference articles
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition
D. Kollias, P. Tzirakis, A. Cowen, S. Zafeiriou, C. Shao, G. Hu. IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). 2024.
author = {D. Kollias and P. Tzirakis and A. Cowen and S. Zafeiriou and C. Shao and G. Hu},
booktitle = {IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)},
journal = {IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)},
title = {The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition},
year = {2024},
}
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},
}
Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries
P. Tzirakis, M. A. Nicolaou, B. Schuller, S. Zafeiriou. FG'2019. May 2019.
booktitle = {FG'2019},
month = {May},
title = {Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries},
year = {2019},
}