Publications of Sebastian Kaltwang

The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset

M. S. Aung, S. Kaltwang, B. Romera-paredes, B. Martinez, A. Singh, M. Cella, M. F. Valstar, H. Meng, A. Kemp, A. C. Elkins, N. Tyler, P. J. Watson, A. C. Williams, M. Pantic, N. Berthouze. IEEE Transactions on Affective Computing. 2016.

[pdf] [bibtex] [endnote]

@article{7173007,
    author = {M. S. Aung and S. Kaltwang and B. Romera-paredes and B. Martinez and A. Singh and M. Cella and M. F. Valstar and H. Meng and A. Kemp and A. C. Elkins and N. Tyler and P. J. Watson and A. C. Williams and M. Pantic and N. Berthouze},
    journal = {IEEE Transactions on Affective Computing},
    title = {The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset},
    year = {2016},
}

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation

S. Kaltwang, S. Todorovic, M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence. 38(9): pp. 1748 - 1761, September 2016.

[pdf] [bibtex] [endnote]

@article{Kaltwang2015Doubly,
    author = {S. Kaltwang and S. Todorovic and M. Pantic},
    pages = {1748--1761},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    month = {September},
    number = {9},
    title = {Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation},
    volume = {38},
    year = {2016},
}

Latent Trees for Estimating Intensity of Facial Action Units

S. Kaltwang, S. Todorovic, M. Pantic. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'15). Boston, MA, USA, June 2015.

[pdf] [bibtex] [endnote]

@inproceedings{Kaltwang2015,
    author = {S. Kaltwang and S. Todorovic and M. Pantic},
    address = {Boston, MA, USA},
    booktitle = {IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'15)},
    month = {June},
    title = {Latent Trees for Estimating Intensity of Facial Action Units},
    year = {2015},
}

%0 Conference Proceedings
%T Latent Trees for Estimating Intensity of Facial Action Units
%A Kaltwang, S.
%A Todorovic, S.
%A Pantic, M.
%B IEEE Conf. on Computer Vision and Pattern Recognition (CVPR?15)
%D 2015
%8 June
%C Boston, MA, USA
%F Kaltwang2015

Human Behavior Sensing for Tag Relevance Assessment

M. Soleymani, S. Kaltwang, M. Pantic. Proceedings of the 21st ACM international conference on Multimedia. ACM, October 2013.

[pdf] [bibtex] [endnote]

@inproceedings{soleymani-acmmm-implicit-tagging,
    author = {M. Soleymani and S. Kaltwang and M. Pantic},
    booktitle = {Proceedings of the 21st ACM international conference on Multimedia},
    month = {October},
    publisher = {ACM},
    series = {MM},
    title = {Human Behavior Sensing for Tag Relevance Assessment},
    year = {2013},
}

%0 Conference Proceedings
%T Human Behavior Sensing for Tag Relevance Assessment
%A Soleymani, M.
%A Kaltwang, S.
%A Pantic, M.
%B Proceedings of the 21st ACM international conference on Multimedia
%D 2013
%8 October
%I ACM
%F soleymani-acmmm-implicit-tagging

Continuous Pain Intensity Estimation from Facial Expressions

S. Kaltwang, O. Rudovic, M. Pantic. Advances in Visual Computing. Springer, Heidelberg, 7432: pp. 368 - 377, 2012.

[pdf] [bibtex] [endnote]

@inproceedings{kaltwang2012continuous,
    author = {S. Kaltwang and O. Rudovic and M. Pantic},
    pages = {368--377},
    address = {Heidelberg},
    booktitle = {Advances in Visual Computing},
    publisher = {Springer},
    series = {Lecture Notes in Computer Science},
    title = {Continuous Pain Intensity Estimation from Facial Expressions},
    volume = {7432},
    year = {2012},
}

%0 Conference Proceedings
%T Continuous Pain Intensity Estimation from Facial Expressions
%A Kaltwang, S.
%A Rudovic, O.
%A Pantic, M.
%B Advances in Visual Computing
%D 2012
%V 7432
%I Springer
%C Heidelberg
%F kaltwang2012continuous
%P 368-377

Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities

S. Petridis, H. Gunes, S. Kaltwang, M. Pantic. Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'09). Cambridge, USA, pp. 23 - 30, November 2009.

[pdf] [bibtex] [endnote]

@inproceedings{Petridis2009svdmo,
    author = {S. Petridis and H. Gunes and S. Kaltwang and M. Pantic},
    pages = {23--30},
    address = {Cambridge, USA},
    booktitle = {Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'09)},
    month = {November},
    title = {Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities},
    year = {2009},
}

%0 Conference Proceedings
%T Static vs. Dynamic Modelling of Human Nonverbal Behaviour from Multiple Cues and Modalities
%A Petridis, S.
%A Gunes, H.
%A Kaltwang, S.
%A Pantic, M.
%B Proceedings of ACM Int?l Conf. Multimodal Interfaces (ICMI?09)
%D 2009
%8 November
%C Cambridge, USA
%F Petridis2009svdmo
%P 23-30