Publications of Björn Schuller
@inproceedings{tzirakis2019,
booktitle = {FG'2019},
month = {May},
title = {Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries},
year = {2019},
}
@article{Kollias_2019,
author = {D. Kollias and P. Tzirakis and M. A. Nicolaou and A. Papaioannou and G. Zhao and B. Schuller and I. Kotsia and S. Zafeiriou},
journal = {International Journal of Computer Vision},
month = {feb},
publisher = {Springer Nature},
title = {Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond},
url = {https://doi.org/10.1007/s11263-019-01158-4},
year = {2019},
}
@article{endtoendtzirakis2017,
author = {P. Tzirakis and G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
journal = {IEEE Journal of Selected Topics in Signal Processing 2017},
month = {January},
title = {End-to-End Multimodal Emotion Recognition using Deep Neural Networks},
year = {2018},
}
@inproceedings{linh2017deepcoder,
author = {L. Tran and R. Walecki and O. Rudovic and S. Eleftheriadis and B. Schuller and M. Pantic},
pages = {3190--3199},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
title = {DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding},
year = {2017},
}
@article{SOLEYMANI2017,
author = {M. Soleymani and D. Garcia and B. Jou and B. Schuller and S. Chang and M. Pantic},
journal = {Image and Vision Computing},
title = {A survey of multimodal sentiment analysis},
url = {http://www.sciencedirect.com/science/article/pii/S0262885617301191},
year = {2017},
}
@article{trigeorgis_2017_dctw,
author = {G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
journal = {IEEE transactions on Pattern Analysis and Machine Intelligence},
title = {Deep Canonical Time Warping for simultaneous alignment and representation learning of sequences},
year = {2017},
}
Deep Structured Learning for Facial Expression Intensity Estimation
R. Walecki,
O. Rudovic,
V. Pavlovic,
B. Schuller,
M. Pantic.
Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017).
Honolulu, Hawaii,
June
2017.
@inproceedings{walecki2017_deepstructure,
author = {R. Walecki and O. Rudovic and V. Pavlovic and B. Schuller and M. Pantic},
address = {Honolulu, Hawaii},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017)},
month = {June},
title = {Deep Structured Learning for Facial Expression Intensity Estimation},
year = {2017},
}
Social and Affective Robotics Tutorial: Summary
M. Pantic,
V. Evers,
M. P. Deisenroth,
L. Merino,
B. Schuller.
2016.
@inproceedings{pantic2016social,
journal = {ACM Proceedings Multimedia},
title = {Social and Affective Robotics Tutorial: Summary},
year = {2016},
}
Avec 2016: Depression, mood, and emotion recognition workshop and challenge
M. F. Valstar,
J. Gratch,
B. Schuller,
F. Ringeval,
D. Lalanne,
M. Torres torres,
S. Scherer,
G. Stratou,
R. Cowie,
M. Pantic.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.
ACM,
pp. 3 - 10,
2016.
@inproceedings{valstar2016avec,
author = {M. F. Valstar and J. Gratch and B. Schuller and F. Ringeval and D. Lalanne and M. Torres torres and S. Scherer and G. Stratou and R. Cowie and M. Pantic},
pages = {3--10},
booktitle = {Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge},
organization = {ACM},
title = {Avec 2016: Depression, mood, and emotion recognition workshop and challenge},
year = {2016},
}
@inproceedings{trigeorgis2016DCTW,
booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
month = {June},
title = {Deep Canonical Time Warping},
year = {2016},
}
Adieu Features? End-to- End Speech Emotion Recognition using a Deep Convolutional Recurrent Network
G. Trigeorgis,
F. Ringeval,
R. B. ,
E. Marchi,
M. Nicoalou a.,
B. Schuller,
S. Zafeiriou.
ICASSP.
march
2016.
@inproceedings{trigeorgis_icassp16,
author = {G. Trigeorgis and F. Ringeval and R. B. and E. Marchi and M. Nicoalou a. and B. Schuller and S. Zafeiriou},
booktitle = {ICASSP},
month = {march},
title = {Adieu Features? End-to- End Speech Emotion Recognition using a Deep Convolutional Recurrent Network},
year = {2016},
}
AVEC 2015: The 5th international audio/visual emotion challenge and workshop
F. Ringeval,
B. Schuller,
M. F. Valstar,
R. Cowie,
M. Pantic.
Proceedings of the 23rd ACM international conference on Multimedia.
ACM,
pp. 1335 - 1336,
2015.
@inproceedings{ringeval2015avec,
author = {F. Ringeval and B. Schuller and M. F. Valstar and R. Cowie and M. Pantic},
pages = {1335--1336},
booktitle = {Proceedings of the 23rd ACM international conference on Multimedia},
organization = {ACM},
title = {AVEC 2015: The 5th international audio/visual emotion challenge and workshop},
year = {2015},
}
AVEC 2013 - The Continuous Audio/Visual Emotion and Depression Recognition Challenge
M. F. Valstar,
B. Schuller,
K. Smith,
F. Eyben,
B. Jiang,
S. Bilakhia,
S. Schnieder,
R. Cowie,
M. Pantic.
Proceedings of the ACM International Conference on Multimedia (ACM MM'13).
Barcelona, Spain,
October
2013.
@inproceedings{avec2013,
author = {M. F. Valstar and B. Schuller and K. Smith and F. Eyben and B. Jiang and S. Bilakhia and S. Schnieder and R. Cowie and M. Pantic},
address = {Barcelona, Spain},
booktitle = {Proceedings of the ACM International Conference on Multimedia (ACM MM'13)},
month = {October},
title = {AVEC 2013 - The Continuous Audio/Visual Emotion and Depression Recognition Challenge},
year = {2013},
}
%0 Conference Proceedings
%T AVEC 2013 - The Continuous Audio/Visual Emotion and Depression Recognition Challenge
%A Valstar, M. F.
%A Schuller, B.
%A Smith, K.
%A Eyben, F.
%A Jiang, B.
%A Bilakhia, S.
%A Schnieder, S.
%A Cowie, R.
%A Pantic, M.
%B Proceedings of the ACM International Conference on Multimedia (ACM MM?13)
%D 2013
%8 October
%C Barcelona, Spain
%F avec2013
Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions
F. Eyben,
S. Petridis,
B. Schuller,
M. Pantic.
Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12).
Kyoto, Japan,
pp. 5097 - 5100,
March
2012.
@inproceedings{eybenPetridis_ICASSP2012,
author = {F. Eyben and S. Petridis and B. Schuller and M. Pantic},
pages = {5097--5100},
address = {Kyoto, Japan},
booktitle = { Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12)},
month = {March},
title = {Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions},
year = {2012},
}
%0 Conference Proceedings
%T Audiovisual Vocal Outburst Classification In Noisy Acoustic Conditions
%A Eyben, F.
%A Petridis, S.
%A Schuller, B.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’12)
%D 2012
%8 March
%C Kyoto, Japan
%F eybenPetridis_ICASSP2012
%P 5097-5100
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.
@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
Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
F. Eyben,
S. Petridis,
B. Schuller,
G. Tzimiropoulos,
S. Zafeiriou.
Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11).
Prague, Czech Republic,
pp. 5844 - 5847,
May
2011.
@inproceedings{EybenEtAlICASSP2011,
author = {F. Eyben and S. Petridis and B. Schuller and G. Tzimiropoulos and S. Zafeiriou},
pages = {5844--5847},
address = { Prague, Czech Republic},
booktitle = { Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11)},
month = {May},
title = {Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks},
year = {2011},
}
%0 Conference Proceedings
%T Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
%A Eyben, F.
%A Petridis, S.
%A Schuller, B.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%B Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP’11)
%D 2011
%8 May
%C Prague, Czech Republic
%F EybenEtAlICASSP2011
%P 5844-5847
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.
@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
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.
@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
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.
@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
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.
@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