Publications of Konstantinos Bousmalis

Variational Infinite Hidden Conditional Random Fields

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic, Z. Ghahramani. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.. 2015.

Bibtex reference [hide]
@article{pami_2015_variational,
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.},
    title = {Variational Infinite Hidden Conditional Random Fields},
    year = {2015},
}
Endnote reference [hide]
%0 Journal Article
%T Variational Infinite Hidden Conditional Random Fields
%J IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.
%D 2015
%F pami_2015_variational

Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic, Z. Ghahramani. European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13). Prague, Czech Republic, September 2013.

Bibtex reference [hide]
@inproceedings{bousmalis2013variational,
    author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic and Z. Ghahramani},
    address = { Prague, Czech Republic},
    booktitle = {European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)},
    month = {September},
    title = {Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures},
    year = {2013},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%A Ghahramani, Z.
%B European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)
%D 2013
%8 September
%C Prague, Czech Republic
%F bousmalis2013variational

Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools

K. Bousmalis, M. Mehu, M. Pantic. Image and Vision Computing. 31(2): pp. 203 - 221, 2013.

Bibtex reference [hide]
@article{bousmalis2013towards,
    pages = {203--221},
    journal = {Image and Vision Computing},
    number = {2},
    title = {Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools},
    volume = {31},
    year = {2013},
}
Endnote reference [hide]
%0 Journal Article
%T Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools
%J Image and Vision Computing
%D 2013
%V 31
%N 2
%F bousmalis2013towards
%P 203-221

Infinite Hidden Conditional Random Fields for Human Behavior Analysis

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic. IEEE Transactions on Neural Networks and Learning Systems. 24: pp. 170 - 177, 2013.

Bibtex reference [hide]
@article{bousmalis2012infinite,
    author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic},
    pages = {170--177},
    journal = {IEEE Transactions on Neural Networks and Learning Systems},
    title = {Infinite Hidden Conditional Random Fields for Human Behavior Analysis},
    volume = {24},
    year = {2013},
}
Endnote reference [hide]
%0 Journal Article
%T Infinite Hidden Conditional Random Fields for Human Behavior Analysis
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2013
%V 24
%F bousmalis2012infinite
%P 170-177

Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition

K. Bousmalis, L. Morency, M. Pantic. Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition. pp. 746 - 752, Oral. March 2011.

Bibtex reference [hide]
@inproceedings{FG11Bousmalis,
    author = {K. Bousmalis and L. Morency and M. Pantic},
    pages = {746--752},
    booktitle = {Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition},
    month = {March},
    note = {Oral},
    title = {Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition},
    year = {2011},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition
%A Bousmalis, K.
%A Morency, L.
%A Pantic, M.
%B Proc. IEEE Int?l Conf. on Automatic Face and Gesture Recognition
%D 2011
%8 March
%F FG11Bousmalis
%O Oral
%P 746-752

Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools

K. Bousmalis, M. Mehu, M. Pantic. Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09). Amsterdam, Netherlands, 2: pp. 1 - 9, September 2009.

Bibtex reference [hide]
@inproceedings{Bousmalis2009saada,
    author = {K. Bousmalis and M. Mehu and M. Pantic},
    pages = {1--9},
    address = {Amsterdam, Netherlands},
    booktitle = {Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09)},
    month = {September},
    title = {Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools},
    volume = {2},
    year = {2009},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools
%A Bousmalis, K.
%A Mehu, M.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Affective Computing and Intelligent Interfaces (ACII?09)
%D 2009
%8 September
%V 2
%C Amsterdam, Netherlands
%F Bousmalis2009saada
%P 1-9