Publications in 2015
The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results
J. Shen,
S. Zafeiriou,
G. Chrysos,
J. Kossaifi,
G. Tzimiropoulos,
M. Pantic.
Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15).
December
2015.
@inproceedings{300VW,
author = {J. Shen and S. Zafeiriou and G. Chrysos and J. Kossaifi and G. Tzimiropoulos and M. Pantic},
booktitle = {Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15)},
month = {December},
title = {The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results},
year = {2015},
}
Offline Deformable Face Tracking in Arbitrary Videos
G. Chrysos,
E. Antonakos,
S. Zafeiriou,
P. Snape.
IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW).
Santiago, Chile,
pp. 954 - 962,
December
2015.
@inproceedings{chrysos2015offline,
author = {G. Chrysos and E. Antonakos and S. Zafeiriou and P. Snape},
pages = {954--962},
address = {Santiago, Chile},
booktitle = {IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW)},
month = {December},
title = {Offline Deformable Face Tracking in Arbitrary Videos},
year = {2015},
}
Fera 2015-second facial expression recognition and analysis challenge
M. F. Valstar,
T. Almaev,
J. M. Girard,
G. Mckeown,
M. Mehu,
L. Yin,
M. Pantic,
J. Cohn.
Automatic Face and Gesture Recognition (FG), 2015 11th IEEE International Conference and Workshops on.
IEEE,
6:
pp. 1 - 8,
2015.
@inproceedings{valstar2015fera,
author = {M. F. Valstar and T. Almaev and J. M. Girard and G. Mckeown and M. Mehu and L. Yin and M. Pantic and J. Cohn},
pages = {1--8},
booktitle = {Automatic Face and Gesture Recognition (FG), 2015 11th IEEE International Conference and Workshops on},
organization = {IEEE},
title = {Fera 2015-second facial expression recognition and analysis challenge},
volume = {6},
year = {2015},
}
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},
}
Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations
S. Petridis,
M. Pantic.
IEEE Transactions on Affective Computing, accepted for publication.
December 2015
2015.
@article{predBasedAVfusion,
author = {S. Petridis and M. Pantic},
booktitle = {2015},
journal = {IEEE Transactions on Affective Computing, accepted for publication},
month = {December 2015},
title = {Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations},
year = {2015},
}
%0 Journal Article
%T Prediction-based Audiovisual Fusion for Classification of Non-linguistic Vocalisations
%A Petridis, S.
%A Pantic, M.
%J IEEE Transactions on Affective Computing, accepted for publication
%D 2015
%8 December 2015
%F predBasedAVfusion
Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion
S. Petridis,
V. Rajgarhia,
M. Pantic.
The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing.
September
2015.
@inproceedings{petridisEtAl_AVSP2015,
author = {S. Petridis and V. Rajgarhia and M. Pantic},
booktitle = {The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing},
month = {September},
title = {Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion},
year = {2015},
}
%0 Conference Proceedings
%T Comparison of Single-model and Multiple-model Prediction-based Audiovisual Fusion
%A Petridis, S.
%A Rajgarhia, V.
%A Pantic, M.
%B The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing
%D 2015
%8 September
%F petridisEtAl_AVSP2015
Fast and exact Bi-directional Fitting of Active Appearance Models
J. Kossaifi,
G. Tzimiropoulos,
M. Pantic.
Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15).
Quebec City, QC, Canada,
pp. 1135 - 1139,
September
2015.
@inproceedings{kossaifi_bidirectional_aam,
author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
pages = {1135--1139},
address = {Quebec City, QC, Canada},
booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15)},
month = {September},
title = {Fast and exact Bi-directional Fitting of Active Appearance Models},
year = {2015},
}
Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection
J. Orozco,
B. Martinez,
M. Pantic.
Image and Vision Computing.
42:
pp. 47 - 61,
October
2015.
@article{jorozco_2015,
author = {J. Orozco and B. Martinez and M. Pantic},
pages = {47--61},
institution = {Imperial College London},
journal = {Image and Vision Computing},
month = {October},
publisher = {Elsevier},
title = {Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection},
url = {http://dx.doi.org/10.1016/j.imavis.2015.07.002},
volume = {42},
year = {2015},
}
%0 Journal Article
%T Empirical Analysis of Cascade Deformable Models for Multi-View Face Detection
%A Orozco, J.
%A Martinez, B.
%A Pantic, M.
%J Image and Vision Computing
%D 2015
%8 October
%V 42
%I Elsevier
%F jorozco_2015
%U http://dx.doi.org/10.1016/j.imavis.2015.07.002
%P 47-61
@inproceedings{rsf_sagonas_iccv_2015,
author = {C. Sagonas and Y. Panagakis and S. Zafeiriou and M. Pantic},
address = {Santiago, Chile},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV)},
month = {December},
title = {Robust Statistical Face Frontalization},
year = {2015},
}
@inproceedings{snape2015faceflow,
author = {P. Snape and A. Roussos and Y. Panagakis and S. Zafeiriou},
pages = {2993--3001},
booktitle = {International Conference on Computer Vision (ICCV)},
month = {December},
title = {Face Flow},
year = {2015},
}
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
International Conference on Computer Vision (ICCV).
Santiago, Chile,
December
2015.
@inproceedings{eleftheriadis_iccv,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
address = {Santiago, Chile},
booktitle = { International Conference on Computer Vision (ICCV)},
month = {December},
title = {Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection},
year = {2015},
}
%0 Conference Proceedings
%T Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
%A Eleftheriadis, S.
%A Rudovic, O.
%A Pantic, M.
%B International Conference on Computer Vision (ICCV)
%D 2015
%8 December
%C Santiago, Chile
%F eleftheriadis_iccv
TERESA: A Socially Intelligent Semi-autonomous Telepresence System
K. Shiarlis,
J. Messias,
M. Van someren,
S. Whiteson,
J. Kim,
J. Vroon,
G. Englebienne,
K. Truong,
V. Evers,
N. Perez-higueras.
2015.
@article{shiarlisteresa_duplicate,
author = {K. Shiarlis and J. Messias and M. Van someren and S. Whiteson and J. Kim and J. Vroon and G. Englebienne and K. Truong and V. Evers and N. Perez-higueras},
title = {TERESA: A Socially Intelligent Semi-autonomous Telepresence System},
year = {2015},
}
%0 Journal Article
%T TERESA: A Socially Intelligent Semi-autonomous Telepresence System
%A Shiarlis, K.
%A Messias, J.
%A someren, M. Van
%A Whiteson, S.
%A Kim, J.
%A Vroon, J.
%A Englebienne, G.
%A Truong, K.
%A Evers, V.
%A Perez-higueras, N.
%D 2015
%F shiarlisteresa_duplicate
Neural Conditional Ordinal Random Fields for Agreement Level Estimation
N. Rakicevic,
O. Rudovic,
S. Petridis,
M. Pantic.
1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15).
Xi'an, China,
September
2015.
@inproceedings{Rakicevic2015,
author = {N. Rakicevic and O. Rudovic and S. Petridis and M. Pantic},
address = {Xi'an, China},
booktitle = {1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA'15)},
month = {September},
title = {Neural Conditional Ordinal Random Fields for Agreement Level Estimation},
year = {2015},
}
%0 Conference Proceedings
%T Neural Conditional Ordinal Random Fields for Agreement Level Estimation
%A Rakicevic, N.
%A Rudovic, O.
%A Petridis, S.
%A Pantic, M.
%B 1st International Workshop on Automatic Sentiment Analysis in the Wild (WASA?15)
%D 2015
%8 September
%C Xi?an, China
%F Rakicevic2015
Facial landmarking for in-the-wild images with local inference based on global appearance
B. Martinez,
M. Pantic.
Image and Vision Computing Journal.
36:
pp. 40 - 50,
2015.
@article{braismaja,
author = {B. Martinez and M. Pantic},
pages = {40--50},
journal = {Image and Vision Computing Journal},
title = {Facial landmarking for in-the-wild images with local inference based on global appearance},
volume = {36},
year = {2015},
}
%0 Journal Article
%T Facial landmarking for in-the-wild images with local inference based on global appearance
%A Martinez, B.
%A Pantic, M.
%J Image and Vision Computing Journal
%D 2015
%V 36
%F braismaja
%P 40-50
The MAHNOB Mimicry Database - a database of naturalistic human interactions
S. Bilakhia,
S. Petridis,
A. Nijholt,
M. Pantic.
Pattern Recognition Letters.
66:
pp. 52 - 61,
In press.
November
2015.
@article{bilakhiaEtAL_prlet,
author = {S. Bilakhia and S. Petridis and A. Nijholt and M. Pantic},
pages = {52--61},
journal = {Pattern Recognition Letters},
month = {November},
note = {In press},
title = {The MAHNOB Mimicry Database - a database of naturalistic human interactions},
volume = {66},
year = {2015},
}
%0 Journal Article
%T The MAHNOB Mimicry Database - a database of naturalistic human interactions
%A Bilakhia, S.
%A Petridis, S.
%A Nijholt, A.
%A Pantic, M.
%J Pattern Recognition Letters
%D 2015
%8 November
%V 66
%F bilakhiaEtAL_prlet
%O In press
%P 52-61
Online Kernel Slow Feature Analysis for Temporal Video Segmentation and Tracking
S. Liwicki,
S. Zafeiriou,
M. Pantic.
IEEE Transactions on Image Processing.
October
2015.
@article{onlineSFA2016,
author = {S. Liwicki and S. Zafeiriou and M. Pantic},
journal = {IEEE Transactions on Image Processing},
month = {October},
title = {Online Kernel Slow Feature Analysis for Temporal Video Segmentation and Tracking},
year = {2015},
}
%0 Journal Article
%T Online Kernel Slow Feature Analysis for Temporal Video Segmentation and Tracking
%A Liwicki, S.
%A Zafeiriou, S.
%A Pantic, M.
%J IEEE Transactions on Image Processing
%D 2015
%8 October
%F onlineSFA2016
A Survey on Face Detection in the wild: past, present and future
S. Zafeiriou,
C. Zhang,
Z. Zhang.
Computer Vision and Image Understanding.
September
2015.
@article{face_detection_2015,
author = {S. Zafeiriou and C. Zhang and Z. Zhang},
journal = {Computer Vision and Image Understanding},
month = {September},
title = {A Survey on Face Detection in the wild: past, present and future },
year = {2015},
}
%0 Journal Article
%T A Survey on Face Detection in the wild: past, present and future
%A Zafeiriou, S.
%A Zhang, C.
%A Zhang, Z.
%J Computer Vision and Image Understanding
%D 2015
%8 September
%F face_detection_2015
@article{antonakos2015feature,
author = {E. Antonakos and J. Alabort-i-medina and G. Tzimiropoulos and S. Zafeiriou},
pages = {2617--2632},
journal = {IEEE Transactions on Image Processing},
month = {September},
number = {9},
publisher = {IEEE},
title = {Feature-Based Lucas-Kanade and Active Appearance Models},
volume = {24},
year = {2015},
}
%0 Journal Article
%T Feature-Based Lucas-Kanade and Active Appearance Models
%A Antonakos, E.
%A Alabort-i-medina, J.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%J IEEE Transactions on Image Processing
%D 2015
%8 September
%V 24
%N 9
%I IEEE
%F antonakos2015feature
%P 2617-2632
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.
@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
Active Pictorial Structures
E. Antonakos,
J. Alabort-i-medina,
S. Zafeiriou.
Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'15).
Boston, MA, USA,
pp. 5435 - 5444,
June
2015.
@inproceedings{antonakos2015active,
author = {E. Antonakos and J. Alabort-i-medina and S. Zafeiriou},
pages = {5435--5444},
address = {Boston, MA, USA},
booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'15)},
month = {June},
title = {Active Pictorial Structures},
year = {2015},
}
Automatic Construction Of Robust Spherical Harmonic Subspaces
P. Snape,
Y. Panagakis,
S. Zafeiriou.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Boston, MA, USA,
pp. 91 - 100,
June
2015.
@inproceedings{snape2015automatic,
author = {P. Snape and Y. Panagakis and S. Zafeiriou},
pages = {91--100},
address = {Boston, MA, USA},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
title = {Automatic Construction Of Robust Spherical Harmonic Subspaces},
year = {2015},
}
Unifying Holistic and Parts-Based Deformable Model Fitting
J. Alabort-i-medina,
S. Zafeiriou.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'15).
Boston, MA, USA,
June
2015.
@inproceedings{Joan_cvpr2015,
author = {J. Alabort-i-medina and S. Zafeiriou},
address = {Boston, MA, USA},
booktitle = { IEEE Conference on Computer Vision and Pattern Recognition (CVPR'15)},
month = {June},
title = {Unifying Holistic and Parts-Based Deformable Model Fitting},
year = {2015},
}
%0 Conference Proceedings
%T Unifying Holistic and Parts-Based Deformable Model Fitting
%A Alabort-i-medina, J.
%A Zafeiriou, S.
%B IEEE Conference on Computer Vision and Pattern Recognition (CVPR?15)
%D 2015
%8 June
%C Boston, MA, USA
%F Joan_cvpr2015
Active Nonrigid ICP Algorithm
S. Cheng,
I. Marras,
S. Zafeiriou,
M. Pantic.
IEEE International Conference on Automatic Face and Gesture Recognition (FG'15).
Ljubljana, Slovenia,
Oral.
May
2015.
@inproceedings{shiyang_active_nicp,
author = {S. Cheng and I. Marras and S. Zafeiriou and M. Pantic},
address = {Ljubljana, Slovenia},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
note = {Oral},
title = {Active Nonrigid ICP Algorithm},
year = {2015},
}
A Survey on Mouth Modeling and Analysis for Sign Language Recognition
E. Antonakos,
A. Roussos,
S. Zafeiriou.
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15).
Ljubljana, Slovenia,
pp. 1 - 7,
Oral.
May
2015.
@inproceedings{antonakos2015survey,
author = {E. Antonakos and A. Roussos and S. Zafeiriou},
pages = {1--7},
address = {Ljubljana, Slovenia},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
note = {Oral},
title = {A Survey on Mouth Modeling and Analysis for Sign Language Recognition},
year = {2015},
}
%0 Conference Proceedings
%T A Survey on Mouth Modeling and Analysis for Sign Language Recognition
%A Antonakos, E.
%A Roussos, A.
%A Zafeiriou, S.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?15)
%D 2015
%8 May
%C Ljubljana, Slovenia
%F antonakos2015survey
%O Oral
%P 1-7
Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection
R. Walecki,
O. Rudovic,
V. Pavlovic,
M. Pantic.
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15).
Ljubljana, Slovenia,
May
2015.
@inproceedings{walecki2015variable-state,
author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
address = {Ljubljana, Slovenia},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
month = {May},
title = {Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection},
year = {2015},
}
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.
@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},
}
%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
Discriminative Shared Gaussian Processes for Multi-view and View-invariant Facial Expression Recognition
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
IEEE Transactions on Image Processing.
24(1):
pp. 189 - 204,
2015.
@article{eleftheriadis_TIP2014,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {189--204},
journal = {IEEE Transactions on Image Processing},
number = {1},
title = {Discriminative Shared Gaussian Processes for Multi-view and View-invariant Facial Expression Recognition},
volume = {24},
year = {2015},
}
Context-sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units
O. Rudovic,
V. Pavlovic,
M. Pantic.
IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 37, pp: 944-958 .
May
2015.
@article{RudovicEtAlPAMI14,
author = {O. Rudovic and V. Pavlovic and M. Pantic},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 37, pp: 944-958 },
month = {May},
title = {Context-sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units},
year = {2015},
}
%0 Journal Article
%T Context-sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units
%A Rudovic, O.
%A Pavlovic, V.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 37, pp: 944-958
%D 2015
%8 May
%F RudovicEtAlPAMI14
@article{pami_2015,
author = {A. Asthana and S. Zafeiriou and G. Tzimiropoulos and S. Cheng and M. Pantic},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.},
title = {From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild},
year = {2015},
}
%0 Journal Article
%T From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild
%A Asthana, A.
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%A Cheng, S.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.
%D 2015
%F pami_2015