Publications of Symeon Nikitidis

A Joint Discriminative Generative Model for Deformable Model Construction and Classification

I. Marras, S. Nikitidis, S. Zafeiriou, M. Pantic. IEEE Face and Gesture Recognition 2017. May 2017.

[pdf] [bibtex] [endnote]

@conference{Marras2017,
    author = {I. Marras and S. Nikitidis and S. Zafeiriou and M. Pantic},
    booktitle = {IEEE Face and Gesture Recognition 2017},
    month = {May},
    title = {A Joint Discriminative Generative Model for Deformable Model Construction and Classification},
    year = {2017},
}

Probabilistic Slow Features for Behavior Analysis

L. Zafeiriou, M. A. Nicolaou, S. Zafeiriou, S. Nikitidis, M. Pantic. IEEE Transactions on Neural Networks and Learning Systems. 2016.

[pdf] [bibtex] [endnote]

@article{psfaba,
    journal = {IEEE Transactions on Neural Networks and Learning Systems},
    title = {Probabilistic Slow Features for Behavior Analysis},
    year = {2016},
}

%0 Journal Article
%T Probabilistic Slow Features for Behavior Analysis
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2016
%F psfaba

Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition

L. Zafeiriou, S. Nikitidis, S. Zafeiriou, M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14). Paris, France, pp. 1430 - 1434, October 2014.

[pdf] [bibtex] [endnote]

@inproceedings{SFNMF_icip2014,
    author = {L. Zafeiriou and S. Nikitidis and S. Zafeiriou and M. Pantic},
    pages = {1430--1434},
    address = {Paris, France},
    booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)},
    month = {October},
    title = {Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition},
    year = {2014},
}

%0 Conference Proceedings
%T Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition
%A Zafeiriou, L.
%A Nikitidis, S.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)
%D 2014
%8 October
%C Paris, France
%F SFNMF_icip2014
%P 1430-1434

Merging SVMs with Linear Discriminant Analysis: A Combined Model

S. Nikitidis, S. Zafeiriou, M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014). Columbus, OH, USA, pp. 1067 - 1074, June 2014.

[pdf] [bibtex] [endnote]

@inproceedings{svms_lda,
    author = {S. Nikitidis and S. Zafeiriou and M. Pantic},
    pages = {1067--1074},
    address = { Columbus, OH, USA},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)},
    month = {June},
    title = {Merging SVMs with Linear Discriminant Analysis: A Combined Model},
    year = {2014},
}

%0 Conference Proceedings
%T Merging SVMs with Linear Discriminant Analysis: A Combined Model
%A Nikitidis, S.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)
%D 2014
%8 June
%C Columbus, OH, USA
%F svms_lda
%P 1067-1074

Learning Slow Features for Behaviour Analysis

L. Zafeiriou, M. A. Nicolaou, S. Zafeiriou, S. Nikitidis, M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013). Sydney, Australia , November 2013.

[pdf] [bibtex] [endnote]

@inproceedings{SFA_iccv2013,
    author = {L. Zafeiriou and M. A. Nicolaou and S. Zafeiriou and S. Nikitidis and M. Pantic},
    address = {Sydney, Australia },
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013)},
    month = {November },
    title = {Learning Slow Features for Behaviour Analysis },
    year = {2013},
}

%0 Conference Proceedings
%T Learning Slow Features for Behaviour Analysis
%A Zafeiriou, L.
%A Nicolaou, M. A.
%A Zafeiriou, S.
%A Nikitidis, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013)
%D 2013
%8 November
%C Sydney, Australia
%F SFA_iccv2013