Publications of Irene Kotsia
@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},
}
@inproceedings{baris2019,
author = {B. Gecer and S. Ploumpis and I. Kotsia and S. Zafeiriou},
booktitle = {CVPR 2019},
title = {GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction},
year = {2019},
}
@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},
}
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications
S. Cheng,
I. Kotsia,
M. Pantic,
S. Zafeiriou.
2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018).
Salt Lake City, Utah, US,
June
2018.
@inproceedings{ChengCVPR18,
author = {S. Cheng and I. Kotsia and M. Pantic and S. Zafeiriou},
address = {Salt Lake City, Utah, US},
booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)},
month = {June},
title = {4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications},
year = {2018},
}
Dynamic Probabilistic Linear Discriminant Analysis For Video Classification
A. Fabris,
M. A. Nicolaou,
I. Kotsia,
S. Zafeiriou.
ICASSP 2017, accepted for publication.
March
2017.
@inproceedings{dplda,
booktitle = {ICASSP 2017, accepted for publication},
month = {March},
title = {Dynamic Probabilistic Linear Discriminant Analysis For Video Classification},
year = {2017},
}
Facial Affect ``in-the-wild": A survey and a new database
S. Zafeiriou,
A. Papaioannou,
I. Kotsia,
M. A. Nicolaou,
G. Zhao.
International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Affect "in-the-wild" Workshop.
June
2016.
@inproceedings{zafeiriou_in_the_wild_2016,
author = {S. Zafeiriou and A. Papaioannou and I. Kotsia and M. A. Nicolaou and G. Zhao},
booktitle = {International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Affect "in-the-wild" Workshop},
month = {June},
title = {Facial Affect ``in-the-wild": A survey and a new database},
year = {2016},
}
Unconstrained Face Recognition
S. Zafeiriou,
I. Kotsia,
M. Pantic.
Face Recognition in Adverse Conditions.
IGI Global,
Hershey, PA, USA,
pp. 16 - 37,
2014.
@inbook{unconstrained_face_rec,
author = {S. Zafeiriou and I. Kotsia and M. Pantic},
pages = {16--37},
address = {Hershey, PA, USA},
booktitle = {Face Recognition in Adverse Conditions},
publisher = {IGI Global},
title = {Unconstrained Face Recognition},
year = {2014},
}
%0 Book Section
%A Zafeiriou, S.
%A Kotsia, I.
%A Pantic, M.
%B Face Recognition in Adverse Conditions
%D 2014
%I IGI Global
%C Hershey, PA, USA
%F unconstrained_face_rec
%P 16-37
On One-Shot Kernels: Explicit Feature Maps and Properties
S. Zafeiriou,
I. Kotsia.
Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted.
2013.
@inproceedings{zaf_kot_one_shot,
author = {S. Zafeiriou and I. Kotsia},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted},
title = {On One-Shot Kernels: Explicit Feature Maps and Properties},
year = {2013},
}
%0 Conference Proceedings
%T On One-Shot Kernels: Explicit Feature Maps and Properties
%A Zafeiriou, S.
%A Kotsia, I.
%B Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted
%D 2013
%F zaf_kot_one_shot