Publications of Hatice Gunes

Output-associative RVM regression for dimensional and continuous emotion prediction

M. A. Nicolaou, H. Gunes, M. Pantic. Image and Vision Computing, Special Issue on The Best of Automatic Face and Gesture Recognition 2011. 30: pp. 186 - 196, Issue 3. 2012.

[pdf] [bibtex] [endnote]

@article{Nicolaou_OA-RVM_IVCJ_2012,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {186--196},
    journal = {Image and Vision Computing, Special Issue on The Best of Automatic Face and Gesture Recognition 2011},
    note = {Issue 3},
    title = {Output-associative RVM regression for dimensional and continuous emotion prediction},
    volume = {30},
    year = {2012},
}

%0 Journal Article
%T Output-associative RVM regression for dimensional and continuous emotion prediction
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%J Image and Vision Computing, Special Issue on The Best of Automatic Face and Gesture Recognition 2011
%D 2012
%V 30
%F Nicolaou_OA-RVM_IVCJ_2012
%O Issue 3
%P 186-196

A Multi-layer Hybrid Framework for Dimensional Emotion Classification

M. A. Nicolaou, H. Gunes, M. Pantic. Proceedings of the ACM Int’l Conf. on Multimedia. Scottsdale, USA, pp. 933 - 936, November 2011.

[pdf] [bibtex] [endnote]

@inproceedings{NicolaouEtAlACM2011,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {933--936},
    address = {Scottsdale, USA},
    booktitle = {Proceedings of the ACM Int’l Conf. on Multimedia},
    month = {November},
    title = {A Multi-layer Hybrid Framework for Dimensional Emotion Classification},
    year = {2011},
}

%0 Conference Proceedings
%T A Multi-layer Hybrid Framework for Dimensional Emotion Classification
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of the ACM Int’l Conf. on Multimedia
%D 2011
%8 November
%C Scottsdale, USA
%F NicolaouEtAlACM2011
%P 933-936

Building Autonomous Sensitive Artiﬁcial Listeners

M. Schroder, E. Bevacqua, R. Cowie, F. Eyben, H. Gunes, D. Heylen, M. Maat, G. Mckeown, S. Pammi, M. Pantic, C. Pelachaud, B. Schuller, E. Sevin, M. F. Valstar, M. Woellmer. IEEE Transactions on Affective Computing. 3(2): pp. 165 - 183, October 2011.

[pdf] [bibtex] [endnote]

@article{schroder2011building,
    author = {M. Schroder and E. Bevacqua and R. Cowie and F. Eyben and H. Gunes and D. Heylen and M. Maat and G. Mckeown and S. Pammi and M. Pantic and C. Pelachaud and B. Schuller and E. Sevin and M. F. Valstar and M. Woellmer},
    pages = {165--183},
    journal = {IEEE Transactions on Affective Computing},
    month = {October},
    number = {2},
    title = {Building Autonomous Sensitive Artiﬁcial Listeners},
    volume = {3},
    year = {2011},
}

%0 Journal Article
%T Building Autonomous Sensitive Artiﬁcial Listeners
%A Schroder, M.
%A Bevacqua, E.
%A Cowie, R.
%A Eyben, F.
%A Gunes, H.
%A Heylen, D.
%A Maat, M.
%A Mckeown, G.
%A Pammi, S.
%A Pantic, M.
%A Pelachaud, C.
%A Schuller, B.
%A Sevin, E.
%A Valstar, M. F.
%A Woellmer, M.
%J IEEE Transactions on Affective Computing
%D 2011
%8 October
%V 3
%N 2
%F schroder2011building
%P 165-183

Designing Frameworks for Automatic Affect Prediction and Classiﬁcation in Dimensional Space

M. A. Nicolaou, H. Gunes, M. Pantic. Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Gesture Recognition. Colorado Springs, USA, pp. 20 - 26, June 2011.

[pdf] [bibtex] [endnote]

@inproceedings{NicolaouEtAlCVPR2011,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {20--26},
    address = {Colorado Springs, USA},
    booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Gesture Recognition},
    month = {June},
    title = {Designing Frameworks for Automatic Affect Prediction and Classiﬁcation in Dimensional Space},
    year = {2011},
}

%0 Conference Proceedings
%T Designing Frameworks for Automatic Affect Prediction and Classiﬁcation in Dimensional Space
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Gesture Recognition
%D 2011
%8 June
%C Colorado Springs, USA
%F NicolaouEtAlCVPR2011
%P 20-26

Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space

M. A. Nicolaou, H. Gunes, M. Pantic. IEEE Transactions on Affective Computing. pp. 92 - 105, 2011.

[pdf] [bibtex] [endnote]

@article{NicolaouEtAlTAC2011,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {92--105},
    journal = {IEEE Transactions on Affective Computing},
    title = {Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space},
    year = {2011},
}

%0 Journal Article
%T Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%J IEEE Transactions on Affective Computing
%D 2011
%F NicolaouEtAlTAC2011
%P 92-105

Output-Associative RVM Regression for Dimensional and Continuous Emotion Prediction

M. A. Nicolaou, H. Gunes, M. Pantic. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11). Santa Barbara, CA, USA, pp. 16 - 23, March 2011.

[pdf] [bibtex] [endnote]

@inproceedings{NicolaouEtAlFG2011,
    author = {M. A. Nicolaou and H. Gunes and M. Pantic},
    pages = {16--23},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
    month = {March},
    title = {Output-Associative RVM Regression for Dimensional and Continuous Emotion Prediction},
    year = {2011},
}

%0 Conference Proceedings
%T Output-Associative RVM Regression for Dimensional and Continuous Emotion Prediction
%A Nicolaou, M. A.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11)
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F NicolaouEtAlFG2011
%P 16-23

String-based Audiovisual Fusion of Behavioural Events for the Assessment of Dimensional Affect

F. Eyben, M. Wollmer, M. F. Valstar, H. Gunes, B. Schuller, M. Pantic. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11). Santa Barbara, CA, USA, pp. 322 - 329, March 2011.

[pdf] [bibtex] [endnote]

@inproceedings{EybenEtAlFG2011,
    author = {F. Eyben and M. Wollmer and M. F. Valstar and H. Gunes and B. Schuller and M. Pantic},
    pages = {322--329},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
    month = {March},
    title = {String-based Audiovisual Fusion of Behavioural Events for the Assessment of Dimensional Affect},
    year = {2011},
}

%0 Conference Proceedings
%T String-based Audiovisual Fusion of Behavioural Events for the Assessment of Dimensional Affect
%A Eyben, F.
%A Wollmer, M.
%A Valstar, M. F.
%A Gunes, H.
%A Schuller, B.
%A Pantic, M.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11)
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F EybenEtAlFG2011
%P 322-329

Come and Have an Emotional Workout with Sensitive Artificial Listeners!

M. Schroder, S. Pammi, H. Gunes, M. Pantic, M. F. Valstar, R. Cowie, G. Mckeown, D. Heylen, M. Maat, F. Eyben, B. Schuller, M. Wollmer, E. Bevacqua, C. Pelachaud, E. Sevin. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11). Santa Barbara, CA, USA, pp. 646, March 2011.

[pdf] [bibtex] [endnote]

@inproceedings{SchroderEtAlFG2011,
    author = {M. Schroder and S. Pammi and H. Gunes and M. Pantic and M. F. Valstar and R. Cowie and G. Mckeown and D. Heylen and M. Maat and F. Eyben and B. Schuller and M. Wollmer and E. Bevacqua and C. Pelachaud and E. Sevin},
    pages = {646},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
    month = {March},
    title = {Come and Have an Emotional Workout with Sensitive Artificial Listeners!},
    year = {2011},
}

%0 Conference Proceedings
%T Come and Have an Emotional Workout with Sensitive Artificial Listeners!
%A Schroder, M.
%A Pammi, S.
%A Gunes, H.
%A Pantic, M.
%A Valstar, M. F.
%A Cowie, R.
%A Mckeown, G.
%A Heylen, D.
%A Maat, M.
%A Eyben, F.
%A Schuller, B.
%A Wollmer, M.
%A Bevacqua, E.
%A Pelachaud, C.
%A Sevin, E.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11)
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F SchroderEtAlFG2011
%P 646

Continuous Analysis of Affect from Voice and Face

H. Gunes, M. A. Nicolaou, M. Pantic. editors: A. Salah, T. Gevers. Computer Analysis of Human Behavior. Springer-Verlag, pp. 255 - 292, 2011.

[pdf] [bibtex] [endnote]

@inbook{GunesEtAl2011ff,
    author = {H. Gunes and M. A. Nicolaou and M. Pantic},
    pages = {255--292},
    booktitle = {Computer Analysis of Human Behavior},
    editor = {A. Salah and T. Gevers},
    publisher = {Springer-Verlag},
    title = {Continuous Analysis of Affect from Voice and Face},
    year = {2011},
}

%0 Book Section
%A Gunes, H.
%A Nicolaou, M. A.
%A Pantic, M.
%E Salah, A.
%E Gevers, T.
%B Computer Analysis of Human Behavior
%D 2011
%I Springer-Verlag
%F GunesEtAl2011ff
%P 255-292

Emotion Representation, Analysis and Synthesis in Continuous Space: A Survey

H. Gunes, B. Schuller, M. Pantic, R. Cowie. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), EmoSPACE 2011 - 1st International Workshop on Emotion Synthesis, rePresentation, and Analysis in Continuous spacE. Santa Barbara, CA, USA, pp. 827 - 834, March 2011.

[pdf] [bibtex] [endnote]

@inproceedings{GunesEtAlFG2011EmoSPACE,
    author = {H. Gunes and B. Schuller and M. Pantic and R. Cowie},
    pages = {827--834},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), EmoSPACE 2011 - 1st International Workshop on Emotion Synthesis, rePresentation, and Analysis in Continuous spacE},
    month = {March},
    title = {Emotion Representation, Analysis and Synthesis in Continuous Space: A Survey},
    year = {2011},
}

%0 Conference Proceedings
%T Emotion Representation, Analysis and Synthesis in Continuous Space: A Survey
%A Gunes, H.
%A Schuller, B.
%A Pantic, M.
%A Cowie, R.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11), EmoSPACE 2011 - 1st International Workshop on Emotion Synthesis, rePresentation, and Analysis in Continuous spacE
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F GunesEtAlFG2011EmoSPACE
%P 827-834

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

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

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

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

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

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

A Demonstration of Audiovisual Sensitive Artificial Listeners

M. Schroeder, E. Bevacqua, F. Eyben, H. Gunes, D. Heylen, M. Maat, S. Pammi, M. Pantic, C. Pelachaud, B. Schuller, E. Sevin, M. F. Valstar, M. Woellmer. Proc. of ACII 2009, Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09). Amsterdam, Netherlands, 1: pp. 263 - 264, September 2009.

[pdf] [bibtex] [endnote]

@inproceedings{Schroeder2009adoas,
    author = {M. Schroeder and E. Bevacqua and F. Eyben and H. Gunes and D. Heylen and M. Maat and S. Pammi and M. Pantic and C. Pelachaud and B. Schuller and E. Sevin and M. F. Valstar and M. Woellmer},
    pages = {263--264},
    address = {Amsterdam, Netherlands},
    booktitle = {Proc. of ACII 2009, Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09)},
    month = {September},
    title = {A Demonstration of Audiovisual Sensitive Artificial Listeners},
    volume = {1},
    year = {2009},
}

%0 Conference Proceedings
%T A Demonstration of Audiovisual Sensitive Artificial Listeners
%A Schroeder, M.
%A Bevacqua, E.
%A Eyben, F.
%A Gunes, H.
%A Heylen, D.
%A Maat, M.
%A Pammi, S.
%A Pantic, M.
%A Pelachaud, C.
%A Schuller, B.
%A Sevin, E.
%A Valstar, M. F.
%A Woellmer, M.
%B Proc. of ACII 2009, Proceedings of IEEE Int?l Conf. Affective Computing and Intelligent Interfaces (ACII?09)
%D 2009
%8 September
%V 1
%C Amsterdam, Netherlands
%F Schroeder2009adoas
%P 263-264

From the Lab to the Real World: Affect Recognition using Multiple Cues and Modalities

H. Gunes, M. Piccardi, M. Pantic. editors: J. Or. Affective Computing: Focus on Emotion Expression, Synthesis, and Recognition. I-Tech Education and Publishing, Vienna, Austria, pp. 185 - 218, 2008.

[pdf] [bibtex] [endnote]

@inbook{Gunes2008ftlttr,
    author = {H. Gunes and M. Piccardi and M. Pantic},
    pages = {185--218},
    address = {Vienna, Austria},
    booktitle = {Affective Computing: Focus on Emotion Expression, Synthesis, and Recognition},
    editor = {J. Or},
    publisher = {I-Tech Education and Publishing},
    title = {From the Lab to the Real World: Affect Recognition using Multiple Cues and Modalities},
    year = {2008},
}

%0 Book Section
%A Gunes, H.
%A Piccardi, M.
%A Pantic, M.
%E Or, J.
%B Affective Computing: Focus on Emotion Expression, Synthesis, and Recognition
%D 2008
%I I-Tech Education and Publishing
%C Vienna, Austria
%F Gunes2008ftlttr
%P 185-218

How to distinguish posed from spontaneous smiles using geometric features

M. F. Valstar, H. Gunes, M. Pantic. Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'07). Nagoya, Japan, pp. 38 - 45, November 2007.

[pdf] [bibtex] [endnote]

@inproceedings{Valstar2007htdpf,
    author = {M. F. Valstar and H. Gunes and M. Pantic},
    pages = {38--45},
    address = {Nagoya, Japan},
    booktitle = {Proceedings of ACM Int'l Conf. Multimodal Interfaces (ICMI'07)},
    month = {November},
    title = {How to distinguish posed from spontaneous smiles using geometric features},
    year = {2007},
}

%0 Conference Proceedings
%T How to distinguish posed from spontaneous smiles using geometric features
%A Valstar, M. F.
%A Gunes, H.
%A Pantic, M.
%B Proceedings of ACM Int?l Conf. Multimodal Interfaces (ICMI?07)
%D 2007
%8 November
%C Nagoya, Japan
%F Valstar2007htdpf
%P 38-45