Publications of Dimitrios Kollias

Deep Neural Network Augmentation: Generating Faces for Affect Analysis

D. Kollias, S. Cheng, E. Ververas, I. Kotsia, S. Zafeiriou. International Journal of Computer Vision. 2020.

Bibtex reference [hide]
@article{s11263-020-01304-3,
    author = {I. Kotsia and S. Zafeiriou and S. Cheng and E. Ververas and D. Kollias},
    journal = {International Journal of Computer Vision},
    title = {Deep Neural Network Augmentation: Generating Faces for Affect Analysis},
    year = {2020},
}
Endnote reference [hide]

Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace

D. Kollias, S. Zafeiriou. British Machine Vision Conference, Cardiff. September 2019.

Bibtex reference [hide]
@inproceedings{kolliasexpression,
    author = {D. Kollias and S. Zafeiriou},
    booktitle = {British Machine Vision Conference, Cardiff},
    month = {September},
    title = {Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace},
    year = {2019},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@article{Kollias_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},
}
Endnote reference [hide]