Publications in 2010

A dynamic texture based approach to recognition of facial actions and their temporal models

S. Koelstra, M. Pantic, I. Patras. IEEE Transactions on Pattern Analysis and Machine Intelligence. 32(11): pp. 1940 - 1954, november 2010.

[pdf] [bibtex] [endnote]

@article{Koelstra2010adtba,
    author = {S. Koelstra and M. Pantic and I. Patras},
    pages = {1940--1954},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    month = {november},
    number = {11},
    title = {A dynamic texture based approach to recognition of facial actions and their temporal models},
    volume = {32},
    year = {2010},
}

%0 Journal Article
%T A dynamic texture based approach to recognition of facial actions and their temporal models
%A Koelstra, S.
%A Pantic, M.
%A Patras, I.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence
%D 2010
%8 november
%V 32
%N 11
%F Koelstra2010adtba
%P 1940-1954

Implicit Image Tagging via Facial Information

J. Jiao, M. Pantic. Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy. October 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Jiao2010iitvf,
    author = {J. Jiao and M. Pantic},
    booktitle = {Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy},
    month = {October},
    title = {Implicit Image Tagging via Facial Information},
    year = {2010},
}

%0 Conference Proceedings
%T Implicit Image Tagging via Facial Information
%A Jiao, J.
%A Pantic, M.
%B Proceedings ACM Int?l Workshop on Social Signal Processing (SSPW?10), Firenze, Italy
%D 2010
%8 October
%F Jiao2010iitvf

Automatic, Dimensional and Continuous Emotion Recognition

H. Gunes, M. Pantic. Int'l Journal of Synthetic Emotion. 1(1): pp. 68 - 99, 2010.

[pdf] [bibtex] [endnote]

@article{Gunes2010adace,
    author = {H. Gunes and M. Pantic},
    pages = {68--99},
    journal = {Int'l Journal of Synthetic Emotion},
    number = {1},
    title = {Automatic, Dimensional and Continuous Emotion Recognition},
    volume = {1},
    year = {2010},
}

%0 Journal Article
%T Automatic, Dimensional and Continuous Emotion Recognition
%A Gunes, H.
%A Pantic, M.
%J Int?l Journal of Synthetic Emotion
%D 2010
%V 1
%N 1
%F Gunes2010adace
%P 68-99

Discriminative Space-time Voting for Joint Recognition and Localization of Actions

A. Oikonomopoulos, I. Patras, M. Pantic. Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy. October 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Oikonomopoulos2010dsvfj,
    author = {A. Oikonomopoulos and I. Patras and M. Pantic},
    booktitle = {Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy},
    month = {October},
    title = {Discriminative Space-time Voting for Joint Recognition and Localization of Actions},
    year = {2010},
}

%0 Conference Proceedings
%T Discriminative Space-time Voting for Joint Recognition and Localization of Actions
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%B Proceedings ACM Int?l Workshop on Social Signal Processing (SSPW?10), Firenze, Italy
%D 2010
%8 October
%F Oikonomopoulos2010dsvfj

Coupled Gaussian Process Regression for pose-invariant facial expression recognition

O. Rudovic, I. Patras, M. Pantic. Proceedings of European Conf. Computer Vision (ECCV'10). Heraklion, Crete, Greece, pp. 350 - 363, September 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Rudovic2010cgprf,
    author = {O. Rudovic and I. Patras and M. Pantic},
    pages = {350--363},
    address = {Heraklion, Crete, Greece},
    booktitle = {Proceedings of European Conf. Computer Vision (ECCV'10)},
    month = {September},
    title = {Coupled Gaussian Process Regression for pose-invariant facial expression recognition},
    year = {2010},
}

%0 Conference Proceedings
%T Coupled Gaussian Process Regression for pose-invariant facial expression recognition
%A Rudovic, O.
%A Patras, I.
%A Pantic, M.
%B Proceedings of European Conf. Computer Vision (ECCV?10)
%D 2010
%8 September
%C Heraklion, Crete, Greece
%F Rudovic2010cgprf
%P 350-363

Dimensional Emotion Recognition from Spontaneous Head Gestures for Interaction with Sensitive Artificial Listener

H. Gunes, M. Pantic. Proceedings Int'l Conf. Intelligent Virtual Agents (IVA'10). Philadelphia, USA, pp. 371 - 377, September 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Gunes2010derfs,
    author = {H. Gunes and M. Pantic},
    pages = {371--377},
    address = {Philadelphia, USA},
    booktitle = {Proceedings Int'l Conf. Intelligent Virtual Agents (IVA'10)},
    month = {September},
    title = {Dimensional Emotion Recognition from Spontaneous Head Gestures for Interaction with Sensitive Artificial Listener},
    year = {2010},
}

%0 Conference Proceedings
%T Dimensional Emotion Recognition from Spontaneous Head Gestures for Interaction with Sensitive Artificial Listener
%A Gunes, H.
%A Pantic, M.
%B Proceedings Int?l Conf. Intelligent Virtual Agents (IVA?10)
%D 2010
%8 September
%C Philadelphia, USA
%F Gunes2010derfs
%P 371-377

The detection of concept frames using Clustering Multi-Instance Learning

D. Tax, M. F. Valstar, M. Pantic, E. Hendrix. Proceedings of Int'l Conf. Pattern Recognition (ICPR'10). Istanbul, Turkey, pp. 2917 - 2920, August 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Tax2010tdocf,
    author = {D. Tax and M. F. Valstar and M. Pantic and E. Hendrix},
    pages = {2917--2920},
    address = {Istanbul, Turkey},
    booktitle = {Proceedings of Int'l Conf. Pattern Recognition (ICPR'10)},
    month = {August},
    title = {The detection of concept frames using Clustering Multi-Instance Learning},
    year = {2010},
}

%0 Conference Proceedings
%T The detection of concept frames using Clustering Multi-Instance Learning
%A Tax, D.
%A Valstar, M. F.
%A Pantic, M.
%A Hendrix, E.
%B Proceedings of Int?l Conf. Pattern Recognition (ICPR?10)
%D 2010
%8 August
%C Istanbul, Turkey
%F Tax2010tdocf
%P 2917-2920

Regression-based multi-view facial expression recognition

O. Rudovic, I. Patras, M. Pantic. Proceedings of Int'l Conf. Pattern Recognition (ICPR'10). Istanbul, Turkey, pp. 4121 - 4124, August 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Rudovic2010rmfer,
    author = {O. Rudovic and I. Patras and M. Pantic},
    pages = {4121--4124},
    address = {Istanbul, Turkey},
    booktitle = {Proceedings of Int'l Conf. Pattern Recognition (ICPR'10)},
    month = {August},
    title = {Regression-based multi-view facial expression recognition},
    year = {2010},
}

%0 Conference Proceedings
%T Regression-based multi-view facial expression recognition
%A Rudovic, O.
%A Patras, I.
%A Pantic, M.
%B Proceedings of Int?l Conf. Pattern Recognition (ICPR?10)
%D 2010
%8 August
%C Istanbul, Turkey
%F Rudovic2010rmfer
%P 4121-4124

Automatic Measurement of Affect in Dimensional and Continuous Spaces: Why, What, and How?

H. Gunes, M. Pantic. Proceedings Int'l Conf. Measuring Behavior 2010. Eindhoven, The Netherlands, pp. 122 - 126, August 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Gunes2010amoai,
    author = {H. Gunes and M. Pantic},
    pages = {122--126},
    address = {Eindhoven, The Netherlands},
    booktitle = {Proceedings Int'l Conf. Measuring Behavior 2010},
    month = {August},
    title = {Automatic Measurement of Affect in Dimensional and Continuous Spaces: Why, What, and How?},
    year = {2010},
}

%0 Conference Proceedings
%T Automatic Measurement of Affect in Dimensional and Continuous Spaces: Why, What, and How?
%A Gunes, H.
%A Pantic, M.
%B Proceedings Int?l Conf. Measuring Behavior 2010
%D 2010
%8 August
%C Eindhoven, The Netherlands
%F Gunes2010amoai
%P 122-126

Audio-visual Classification and Fusion of Spontaneous Affect Data in Likelihood Space

M. A. Nicolaou, H. Gunes, M. Pantic. Proceedings of Int'l Conf. Pattern Recognition (ICPR'10). Istanbul, Turkey, pp. 3695 - 3699, August 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Nicolaou2010acafo,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {3695--3699},
    address = {Istanbul, Turkey},
    booktitle = {Proceedings of Int'l Conf. Pattern Recognition (ICPR'10)},
    month = {August},
    title = {Audio-visual Classification and Fusion of Spontaneous Affect Data in Likelihood Space},
    year = {2010},
}

%0 Conference Proceedings
%T Audio-visual Classification and Fusion of Spontaneous Affect Data in Likelihood Space
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of Int?l Conf. Pattern Recognition (ICPR?10)
%D 2010
%8 August
%C Istanbul, Turkey
%F Nicolaou2010acafo
%P 3695-3699

The SEMAINE corpus of emotionally coloured character interactions

G. Mckeown, M. F. Valstar, R. Cowie, M. Pantic. Proceedings of IEEE Int'l Conf. Multimedia, Expo (ICME'10), Singapore. pp. 1079 - 1084, July 2010.

[pdf] [bibtex] [endnote]

@inproceedings{McKeown2010tscoe,
    author = {G. Mckeown and M. F. Valstar and R. Cowie and M. Pantic},
    pages = {1079--1084},
    booktitle = {Proceedings of IEEE Int'l Conf. Multimedia, Expo (ICME'10), Singapore},
    month = {July},
    title = {The SEMAINE corpus of emotionally coloured character interactions},
    year = {2010},
}

%0 Conference Proceedings
%T The SEMAINE corpus of emotionally coloured character interactions
%A Mckeown, G.
%A Valstar, M. F.
%A Cowie, R.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Multimedia, Expo (ICME?10), Singapore
%D 2010
%8 July
%F McKeown2010tscoe
%P 1079-1084

Facial Component Detection in Thermal Imagery

B. Martinez, X. Binefa, M. Pantic. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'10). San Francisco, USA, 3: pp. 48 - 54, June 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Martinez2010fcdit,
    author = {B. Martinez and X. Binefa and M. Pantic},
    pages = {48--54},
    address = {San Francisco, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'10)},
    month = {June},
    title = {Facial Component Detection in Thermal Imagery},
    volume = {3},
    year = {2010},
}

%0 Conference Proceedings
%T Facial Component Detection in Thermal Imagery
%A Martinez, B.
%A Binefa, X.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR-W?10)
%D 2010
%8 June
%V 3
%C San Francisco, USA
%F Martinez2010fcdit
%P 48-54

Facial Point Detection using Boosted Regression and Graph Models

M. F. Valstar, B. Martinez, X. Binefa, M. Pantic. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR'10). San Francisco, USA, pp. 2729 - 2736, June 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Valstar2010fpdub,
    author = {M. F. Valstar and B. Martinez and X. Binefa and M. Pantic},
    pages = {2729--2736},
    address = {San Francisco, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR'10)},
    month = {June},
    title = {Facial Point Detection using Boosted Regression and Graph Models},
    year = {2010},
}

%0 Conference Proceedings
%T Facial Point Detection using Boosted Regression and Graph Models
%A Valstar, M. F.
%A Martinez, B.
%A Binefa, X.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR?10)
%D 2010
%8 June
%C San Francisco, USA
%F Valstar2010fpdub
%P 2729-2736

Facial Expression Invariant Head Pose Normalization using Gaussian Process Regression

O. Rudovic, I. Patras, M. Pantic. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'10). San Francisco, USA, 3: pp. 28 - 33, June 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Rudovic2010feihp,
    author = {O. Rudovic and I. Patras and M. Pantic},
    pages = {28--33},
    address = {San Francisco, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'10)},
    month = {June},
    title = {Facial Expression Invariant Head Pose Normalization using Gaussian Process Regression},
    volume = {3},
    year = {2010},
}

%0 Conference Proceedings
%T Facial Expression Invariant Head Pose Normalization using Gaussian Process Regression
%A Rudovic, O.
%A Patras, I.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR-W?10)
%D 2010
%8 June
%V 3
%C San Francisco, USA
%F Rudovic2010feihp
%P 28-33

Special Issue on The Best of Automatic Face and Gesture Recognition 2008

editors: M. Pantic, N. Sebe, J. Cohn, T. Huang. vol. 28(5), May 2010.

[pdf] [bibtex] [endnote]

@proceedings{Pantic2010siotb,
    pages = {731},
    booktitle = {Image and Vision Computing Journal},
    editor = {M. Pantic and N. Sebe and J. Cohn and T. Huang},
    month = {May},
    number = {5},
    title = {Special Issue on The Best of Automatic Face and Gesture Recognition 2008},
    volume = {28},
    year = {2010},
}

%0 Conference Proceedings
%T Image and Vision Computing Journal
%E Pantic, M.
%E Sebe, N.
%E Cohn, J.
%E Huang, T.
%D 2010
%8 May
%V 28
%N 5
%F Pantic2010siotb
%P 731

Induced Disgust, Happiness and Surprise: an Addition to the MMI Facial Expression Database

M. F. Valstar, M. Pantic. Proceedings of Int'l Conf. Language Resources and Evaluation, Workshop on EMOTION. Malta, pp. 65 - 70, May 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Valstar2010idhas,
    author = {M. F. Valstar and M. Pantic},
    pages = {65--70},
    address = {Malta},
    booktitle = {Proceedings of Int'l Conf. Language Resources and Evaluation, Workshop on EMOTION},
    month = {May},
    title = {Induced Disgust, Happiness and Surprise: an Addition to the MMI Facial Expression Database},
    year = {2010},
}

%0 Conference Proceedings
%T Induced Disgust, Happiness and Surprise: an Addition to the MMI Facial Expression Database
%A Valstar, M. F.
%A Pantic, M.
%B Proceedings of Int?l Conf. Language Resources and Evaluation, Workshop on EMOTION
%D 2010
%8 May
%C Malta
%F Valstar2010idhas
%P 65-70

Automatic Segmentation of Spontaneous Data using Dimensional Labels from Multiple Coders

M. A. Nicolaou, H. Gunes, M. Pantic. Proceedings of LREC Int'l Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality. Valletta, Malta, pp. 43 - 48, May 2010.

[pdf] [bibtex] [endnote]

@inproceedings{A2010asosd,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {43--48},
    address = {Valletta, Malta},
    booktitle = {Proceedings of LREC Int'l Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality},
    month = {May},
    title = {Automatic Segmentation of Spontaneous Data using Dimensional Labels from Multiple Coders},
    year = {2010},
}

%0 Conference Proceedings
%T Automatic Segmentation of Spontaneous Data using Dimensional Labels from Multiple Coders
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of LREC Int?l Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality
%D 2010
%8 May
%C Valletta, Malta
%F A2010asosd
%P 43-48

Classifying laughter and speech using audio-visual feature prediction

S. Petridis, A. Asghar, M. Pantic. Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'10). Dallas, USA, pp. 5254 - 5257, March 2010.

[pdf] [bibtex] [endnote]

@inproceedings{Petridis2010clasu,
    author = {S. Petridis and A. Asghar and M. Pantic},
    pages = {5254--5257},
    address = {Dallas, USA},
    booktitle = {Proceedings of IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP'10)},
    month = {March},
    title = {Classifying laughter and speech using audio-visual feature prediction},
    year = {2010},
}

%0 Conference Proceedings
%T Classifying laughter and speech using audio-visual feature prediction
%A Petridis, S.
%A Asghar, A.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Acoustics, Speech and Signal Processing (ICASSP?10)
%D 2010
%8 March
%C Dallas, USA
%F Petridis2010clasu
%P 5254-5257