Publications in 2014

Unconstrained Face Recognition

S. Zafeiriou, I. Kotsia, M. Pantic. Face Recognition in Adverse Conditions. IGI Global, Hershey, PA, USA, pp. 16 - 37, 2014.

Bibtex reference [hide]
@inbook{unconstrained_face_rec,
    author = {S. Zafeiriou and I. Kotsia and M. Pantic},
    pages = {16--37},
    address = {Hershey, PA, USA},
    booktitle = {Face Recognition in Adverse Conditions},
    publisher = {IGI Global},
    title = {Unconstrained Face Recognition},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Zafeiriou, S.
%A Kotsia, I.
%A Pantic, M.
%B Face Recognition in Adverse Conditions
%D 2014
%I IGI Global
%C Hershey, PA, USA
%F unconstrained_face_rec
%P 16-37

Facial action recognition in 2D and 3D

M. F. Valstar, S. Zafeiriou, M. Pantic. Face Recognition in Adverse Conditions. IGI Global, Hershey, PA, USA, pp. 167 - 186, 2014.

Bibtex reference [hide]
@inbook{valstar_chapter,
    author = {M. F. Valstar and S. Zafeiriou and M. Pantic},
    pages = {167--186},
    address = {Hershey, PA, USA},
    booktitle = {Face Recognition in Adverse Conditions},
    publisher = {IGI Global},
    title = {Facial action recognition in 2D and 3D},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Valstar, M. F.
%A Zafeiriou, S.
%A Pantic, M.
%B Face Recognition in Adverse Conditions
%D 2014
%I IGI Global
%C Hershey, PA, USA
%F valstar_chapter
%P 167-186

Online learning and fusion of orientation appearance models for robust rigid object tracking

I. Marras, G. Tzimiropoulos, S. Zafeiriou, M. Pantic. Image and Vision Computing. 32(10): pp. 707 - 727, 2014.

Bibtex reference [hide]
@article{marras_journal,
    author = {I. Marras and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
    pages = {707--727},
    journal = {Image and Vision Computing},
    number = {10},
    publisher = {Elsevier},
    title = {Online learning and fusion of orientation appearance models for robust rigid object tracking},
    volume = {32},
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T Online learning and fusion of orientation appearance models for robust rigid object tracking
%A Marras, I.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%J Image and Vision Computing
%D 2014
%V 32
%N 10
%I Elsevier
%F marras_journal
%P 707-727

Social Signal Processing

M. Pantic, A. Vinciarelli. Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.. Springer, pp. 84 - 93, 2014.

Bibtex reference [hide]
@inbook{maja_ssp_14,
    author = {M. Pantic and A. Vinciarelli},
    pages = {84--93},
    booktitle = {Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.},
    publisher = {Springer},
    title = {Social Signal Processing},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Pantic, M.
%A Vinciarelli, A.
%B Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.
%D 2014
%I Springer
%F maja_ssp_14
%P 84-93

Facial Expression Recognition

M. Pantic. The Encyclopedia of Biometrics - 2nd Edition, S. Li and A. Jain, Eds., SpringerReference. pp. 1 - 8, 2014.

Bibtex reference [hide]
@inbook{maja_fer,
    author = {M. Pantic},
    pages = {1--8},
    booktitle = {The Encyclopedia of Biometrics - 2nd Edition, S. Li and A. Jain, Eds., SpringerReference},
    title = {Facial Expression Recognition},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Pantic, M.
%B The Encyclopedia of Biometrics - 2nd Edition, S. Li and A. Jain, Eds., SpringerReference
%D 2014
%F maja_fer
%P 1-8

Personalised modelling of facial action unit intensity

S. Yang, O. Rudovic, V. Pavlovic, M. Pantic. Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA. pp. 269 - 281, December 2014.

Bibtex reference [hide]
@inproceedings{yangrudovic,
    author = {S. Yang and O. Rudovic and V. Pavlovic and M. Pantic},
    pages = {269--281},
    booktitle = {Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA},
    month = {December},
    title = {Personalised modelling of facial action unit intensity},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Personalised modelling of facial action unit intensity
%A Yang, S.
%A Rudovic, O.
%A Pavlovic, V.
%A Pantic, M.
%B Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA
%D 2014
%8 December
%F yangrudovic
%P 269-281

Statistically Learned Deformable Eye Models

J. Alabort-i-medina, B. Qu, S. Zafeiriou. Proceedings of the 13th European Conference on Computer Vision (ECCV-W2014), Workshop Spontaneous Facial Behavior Analysis. September 2014.

Bibtex reference [hide]
@conference{Joan_eccv2014-w,
    author = {J. Alabort-i-medina and B. Qu and S. Zafeiriou},
    booktitle = {Proceedings of the 13th European Conference on Computer Vision (ECCV-W2014), Workshop Spontaneous Facial Behavior Analysis},
    month = {September},
    title = {Statistically Learned Deformable Eye Models},
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T Statistically Learned Deformable Eye Models
%A Alabort-i-medina, J.
%A Qu, B.
%A Zafeiriou, S.
%D 2014
%8 September
%F Joan_eccv2014-w

Menpo: A Comprehensive Platform for Parametric Image Alignment and Visual Deformable Models

J. Alabort-i-medina, E. Antonakos, J. Booth, P. Snape, S. Zafeiriou. Proceedings of the ACM International Conference on Multimedia. ACM, Orlando, Florida, USA, pp. 679 - 682, November 2014.

Bibtex reference [hide]
@inproceedings{menpo14,
    author = {J. Alabort-i-medina and E. Antonakos and J. Booth and P. Snape and S. Zafeiriou},
    pages = {679--682},
    address = {Orlando, Florida, USA},
    booktitle = {Proceedings of the ACM International Conference on Multimedia},
    month = {November},
    publisher = {ACM},
    series = {MM '14},
    title = {Menpo: A Comprehensive Platform for Parametric Image Alignment and Visual Deformable Models},
    url = {http://doi.acm.org/10.1145/2647868.2654890},
    year = {2014},
}
Endnote reference [hide]

View-constrained Latent Variable Model for Multi-view Facial Expression Classification

S. Eleftheriadis, O. Rudovic, M. Pantic. Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA. pp. 292 - 303, December 2014.

Bibtex reference [hide]
@inproceedings{eleftheriadis_ISVC2014,
    author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
    pages = {292--303},
    booktitle = {Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA},
    month = {December},
    title = {View-constrained Latent Variable Model for Multi-view Facial Expression Classification},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T View-constrained Latent Variable Model for Multi-view Facial Expression Classification
%A Eleftheriadis, S.
%A Rudovic, O.
%A Pantic, M.
%B Int’l Symposium on Visual Computing (ISVC’14), LNCS, Las Vegas, USA
%D 2014
%8 December
%F eleftheriadis_ISVC2014
%P 292-303

HOG Active Appearance Models

E. Antonakos, J. Alabort-i-medina, G. Tzimiropoulos, S. Zafeiriou. Proceedings of IEEE International Conference on Image Processing (ICIP'14). Paris, France, pp. 224 - 228, (Top 10% papers award). October 2014.

Bibtex reference [hide]
@inproceedings{antonakos2014hog,
    author = {E. Antonakos and J. Alabort-i-medina and G. Tzimiropoulos and S. Zafeiriou},
    pages = {224--228},
    address = {Paris, France},
    booktitle = {Proceedings of IEEE International Conference on Image Processing (ICIP'14)},
    month = {October},
    note = {(Top 10% papers award)},
    title = {HOG Active Appearance Models},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T HOG Active Appearance Models
%A Antonakos, E.
%A Alabort-i-medina, J.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%B Proceedings of IEEE International Conference on Image Processing (ICIP?14)
%D 2014
%8 October
%C Paris, France
%F antonakos2014hog
%O (Top 10% papers award)
%P 224-228

Joint Unsupervised Face Alignment and Behaviour Analysis

L. Zafeiriou, E. Antonakos, S. Zafeiriou, M. Pantic. Proceedings of the 13th European Conference on Computer Vision (ECCV'14). Zurich, Switzerland, pp. 167 - 183, September 2014.

Bibtex reference [hide]
@inproceedings{zafeiriou2014joint,
    author = {L. Zafeiriou and E. Antonakos and S. Zafeiriou and M. Pantic},
    pages = {167--183},
    address = {Zurich, Switzerland},
    booktitle = {Proceedings of the 13th European Conference on Computer Vision (ECCV'14)},
    month = {September},
    title = {Joint Unsupervised Face Alignment and Behaviour Analysis},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Joint Unsupervised Face Alignment and Behaviour Analysis
%A Zafeiriou, L.
%A Antonakos, E.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the 13th European Conference on Computer Vision (ECCV?14)
%D 2014
%8 September
%C Zurich, Switzerland
%F zafeiriou2014joint
%P 167-183

Generalised Scalable Robust Principal Component Analysis

G. Papamakarios, Y. Panagakis, S. Zafeiriou. British Machine Vision Conference (BMVC 2014). 9 2014.

Bibtex reference [hide]
@inproceedings{GSRPCA,
    author = {G. Papamakarios and Y. Panagakis and S. Zafeiriou},
    booktitle = {British Machine Vision Conference (BMVC 2014)},
    month = {9},
    title = {Generalised Scalable Robust Principal Component Analysis},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Generalised Scalable Robust Principal Component Analysis
%A Papamakarios, G.
%A Panagakis, Y.
%A Zafeiriou, S.
%B British Machine Vision Conference (BMVC 2014)
%D 2014
%8 September
%F GSRPCA

Active Orientation Models for Face Alignment in-the-wild

G. Tzimiropoulos, J. Alabort-i-medina, S. Zafeiriou, M. Pantic. IEEE Transactions on Information Forensics and Security, Special Issue on Facial Biometrics in-the-wild (in press). 9: pp. 2024 - 2034, December 2014.

Bibtex reference [hide]
@article{AOMs_WILD,
    author = {G. Tzimiropoulos and J. Alabort-i-medina and S. Zafeiriou and M. Pantic},
    pages = {2024--2034},
    journal = {IEEE Transactions on Information Forensics and Security, Special Issue on Facial Biometrics in-the-wild (in press)},
    month = {December},
    title = {Active Orientation Models for Face Alignment in-the-wild},
    volume = {9},
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T Active Orientation Models for Face Alignment in-the-wild
%A Tzimiropoulos, G.
%A Alabort-i-medina, J.
%A Zafeiriou, S.
%A Pantic, M.
%J IEEE Transactions on Information Forensics and Security, Special Issue on Facial Biometrics in-the-wild (in press)
%D 2014
%8 December
%V 9
%F AOMs_WILD
%P 2024-2034

Fast Newton Active Appearance Models

J. Kossaifi, G. Tzimiropoulos, M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14). Paris, France, pp. 1420 - 1424, October 2014.

Bibtex reference [hide]
@inproceedings{kossaifi_newton_aam,
    author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    pages = {1420--1424},
    address = {Paris, France},
    booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)},
    month = {October},
    title = {Fast Newton Active Appearance Models},
    year = {2014},
}
Endnote reference [hide]

A Robust Similarity Measure For Nonrigid Image Registration With Outliers

S. Pszczolkowski, S. Zafeiriou, C. Ledig, D. Rueckert. 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI). 4 2014.

Bibtex reference [hide]
@inproceedings{Robust_Similarity_2014,
    booktitle = {2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)},
    month = {4},
    title = {A Robust Similarity Measure For Nonrigid Image Registration With Outliers},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T A Robust Similarity Measure For Nonrigid Image Registration With Outliers
%B 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)
%D 2014
%8 April
%F Robust_Similarity_2014

Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition

L. Zafeiriou, S. Nikitidis, S. Zafeiriou, M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14). Paris, France, pp. 1430 - 1434, October 2014.

Bibtex reference [hide]
@inproceedings{SFNMF_icip2014,
    author = {L. Zafeiriou and S. Nikitidis and S. Zafeiriou and M. Pantic},
    pages = {1430--1434},
    address = {Paris, France},
    booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)},
    month = {October},
    title = {Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Slow Features Nonnegative Matrix Factorization for Temporal Data Decomposition
%A Zafeiriou, L.
%A Nikitidis, S.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)
%D 2014
%8 October
%C Paris, France
%F SFNMF_icip2014
%P 1430-1434

Machine Learning Methods for Social Signal Processing

O. Rudovic, M. A. Nicolaou, V. Pavlovic. Social Signal Processing. Cambridge University Press, 2014.

Bibtex reference [hide]
@inbook{mlspp_chapter2014,
    author = {O. Rudovic and M. A. Nicolaou and V. Pavlovic},
    booktitle = {Social Signal Processing},
    publisher = {Cambridge University Press},
    title = {Machine Learning Methods for Social Signal Processing},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Rudovic, O.
%A Nicolaou, M. A.
%A Pavlovic, V.
%B Social Signal Processing
%D 2014
%I Cambridge University Press
%F mlspp_chapter2014

Parametric temporal alignment for the detection of facial action temporal segments

B. Jiang, B. Martinez, M. Pantic. British Machine Vision Conference. Nottingham, UK, September 2014.

Bibtex reference [hide]
@inproceedings{JiangEtAl14_BMVC,
    author = {B. Jiang and B. Martinez and M. Pantic},
    address = {Nottingham, UK},
    booktitle = {British Machine Vision Conference},
    month = {September},
    title = {Parametric temporal alignment for the detection of facial action temporal segments},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Parametric temporal alignment for the detection of facial action temporal segments
%A Jiang, B.
%A Martinez, B.
%A Pantic, M.
%B British Machine Vision Conference
%D 2014
%8 September
%C Nottingham, UK
%F JiangEtAl14_BMVC

Discriminating Native from Non-Native Speech Using Fusion of Visual Cues

C. Georgakis, S. Petridis, M. Pantic. Proceedings of the ACM Int'l Conf. on Multimedia (ACM MM). Orlando, Florida, USA, pp. 1177 - 1180, November 2014.

Bibtex reference [hide]
@inproceedings{georg_acm14,
    author = {C. Georgakis and S. Petridis and M. Pantic},
    pages = {1177--1180},
    address = {Orlando, Florida, USA},
    booktitle = {Proceedings of the ACM Int'l Conf. on Multimedia (ACM MM)},
    month = {November},
    title = {Discriminating Native from Non-Native Speech Using Fusion of Visual Cues},
    year = {2014},
}
Endnote reference [hide]

Continuous Emotion Detection using EEG Signals and Facial Expressions

M. Soleymani, S. Asghari-esfeden, M. Pantic, Y. Fu. Proceedings of IEEE Int’l Conf. Multimedia and Expo (ICME’14). Chengdu, China, pp. 1 - 6, July 2014.

Bibtex reference [hide]
@inproceedings{soleymani_icme_14,
    author = {M. Soleymani and S. Asghari-esfeden and M. Pantic and Y. Fu},
    pages = {1--6},
    address = {Chengdu, China},
    booktitle = {Proceedings of IEEE Int’l Conf. Multimedia and Expo (ICME’14)},
    month = {July},
    title = {Continuous Emotion Detection using EEG Signals and Facial Expressions},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Continuous Emotion Detection using EEG Signals and Facial Expressions
%A Soleymani, M.
%A Asghari-esfeden, S.
%A Pantic, M.
%A Fu, Y.
%B Proceedings of IEEE Int’l Conf. Multimedia and Expo (ICME’14)
%D 2014
%8 July
%C Chengdu, China
%F soleymani_icme_14
%P 1-6

Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild

G. Tzimiropoulos, M. Pantic. CVPR 2014. 2014.

Bibtex reference [hide]
@inproceedings{tzimirocvpr2014,
    author = {G. Tzimiropoulos and M. Pantic},
    booktitle = {CVPR 2014},
    title = {Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild
%A Tzimiropoulos, G.
%A Pantic, M.
%B CVPR 2014
%D 2014
%F tzimirocvpr2014

A Unified Framework for Probabilistic Component Analysis

M. A. Nicolaou, S. Zafeiriou, M. Pantic. Proceedings of the European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’14) . Nancy, France, pp. 469 - 484, September 2014.

Bibtex reference [hide]
@inproceedings{MIHALISAN_ECML2014,
    author = {M. A. Nicolaou and S. Zafeiriou and M. Pantic},
    pages = {469--484},
    address = {Nancy, France},
    booktitle = {Proceedings of the European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’14) },
    month = {September},
    title = {A Unified Framework for Probabilistic Component Analysis},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T A Unified Framework for Probabilistic Component Analysis
%A Nicolaou, M. A.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’14)
%D 2014
%8 September
%C Nancy, France
%F MIHALISAN_ECML2014
%P 469-484

Optimal UV Spaces for Facial Morphable Model Construction

J. Booth, S. Zafeiriou. Proceedings of IEEE International Conference on Image Processing (ICIP 2014). September 2014.

Bibtex reference [hide]
@inproceedings{james_uv,
    author = {J. Booth and S. Zafeiriou},
    booktitle = {Proceedings of IEEE International Conference on Image Processing (ICIP 2014)},
    month = {September},
    title = { Optimal UV Spaces for Facial Morphable Model Construction},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Optimal UV Spaces for Facial Morphable Model Construction
%A Booth, J.
%A Zafeiriou, S.
%B Proceedings of IEEE International Conference on Image Processing (ICIP 2014)
%D 2014
%8 September
%F james_uv

3D Facial Geometric Features For Constrained Local Models

S. Cheng, S. Zafeiriou, A. Asthana, M. Pantic. IEEE International Conference on Image Processing (ICIP 2014). Paris, France, October 2014.

Bibtex reference [hide]
@inproceedings{cheng2014facial,
    author = {S. Cheng and S. Zafeiriou and A. Asthana and M. Pantic},
    address = {Paris, France},
    booktitle = {IEEE International Conference on Image Processing (ICIP 2014)},
    month = {October},
    title = {3D Facial Geometric Features For Constrained Local Models},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T 3D Facial Geometric Features For Constrained Local Models
%A Cheng, S.
%A Zafeiriou, S.
%A Asthana, A.
%A Pantic, M.
%B IEEE International Conference on Image Processing (ICIP 2014)
%D 2014
%8 October
%C Paris, France
%F cheng2014facial

Decision level fusion of domain specific regions for facial action recognition

B. Jiang, B. Martinez, M. F. Valstar, M. Pantic. International Conference on Pattern Recognition. Stockholm, Sweden, 2014.

Bibtex reference [hide]
@inproceedings{jiang2014decision,
    author = {B. Jiang and B. Martinez and M. F. Valstar and M. Pantic},
    address = {Stockholm, Sweden},
    booktitle = {International Conference on Pattern Recognition},
    title = {Decision level fusion of domain specific regions for facial action recognition},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Decision level fusion of domain specific regions for facial action recognition
%A Jiang, B.
%A Martinez, B.
%A Valstar, M. F.
%A Pantic, M.
%B International Conference on Pattern Recognition
%D 2014
%C Stockholm, Sweden
%F jiang2014decision

Visual-only Discrimination between Native and Non-Native Speech

C. Georgakis, S. Petridis, M. Pantic. Proceedings of the IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP). Florence, Italy, pp. 4828 - 4832, May 2014.

Bibtex reference [hide]
@inproceedings{georg_ICASSP14,
    author = {C. Georgakis and S. Petridis and M. Pantic},
    pages = {4828--4832},
    address = {Florence, Italy},
    booktitle = {Proceedings of the IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP)},
    institution = {IEEE},
    month = {May},
    title = {Visual-only Discrimination between Native and Non-Native Speech},
    year = {2014},
}
Endnote reference [hide]

Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations

M. A. Nicolaou, V. Pavlovic, M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(7): pp. 1299 - 1311, 2014.

Bibtex reference [hide]
@article{nicolaou_tpamiDPCCA,
    author = {M. A. Nicolaou and V. Pavlovic and M. Pantic},
    pages = {1299--1311},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    number = {7},
    title = {Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations},
    volume = {36},
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations
%A Nicolaou, M. A.
%A Pavlovic, V.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence
%D 2014
%V 36
%N 7
%F nicolaou_tpamiDPCCA
%P 1299-1311

Robust Canonical Correlation Analysis: Audio-visual Fusion for Learning Continuous Interest

M. A. Nicolaou, Y. Panagakis, S. Zafeiriou, M. Pantic. Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP 2014). 2014.

Bibtex reference [hide]
@inproceedings{nicolaou_icassp2014,
    author = {M. A. Nicolaou and Y. Panagakis and S. Zafeiriou and M. Pantic},
    booktitle = {Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP 2014)},
    title = {Robust Canonical Correlation Analysis: Audio-visual Fusion for Learning Continuous Interest},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Robust Canonical Correlation Analysis: Audio-visual Fusion for Learning Continuous Interest
%A Nicolaou, M. A.
%A Panagakis, Y.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP 2014)
%D 2014
%F nicolaou_icassp2014

Real-time generic face tracking in the wild with CUDA

S. Cheng, A. Asthana, S. Zafeiriou, J. Shen, M. Pantic. Proceedings of the 5th ACM Multimedia Systems Conference. ACM, Singapore, Singapore, pp. 148 - 151, 2014.

Bibtex reference [hide]
@inproceedings{Cheng2014,
    author = {S. Cheng and A. Asthana and S. Zafeiriou and J. Shen and M. Pantic},
    pages = {148--151},
    address = {Singapore, Singapore},
    booktitle = {Proceedings of the 5th ACM Multimedia Systems Conference},
    publisher = {ACM},
    title = {Real-time generic face tracking in the wild with CUDA},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Real-time generic face tracking in the wild with CUDA
%A Cheng, S.
%A Asthana, A.
%A Zafeiriou, S.
%A Shen, J.
%A Pantic, M.
%B Proceedings of the 5th ACM Multimedia Systems Conference
%D 2014
%I ACM
%C Singapore, Singapore
%F Cheng2014
%P 148-151

Kernel-PCA Analysis of Surface Normals for Shape from Shading

P. Snape, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 1059 - 1066, June 2014.

Bibtex reference [hide]
@inproceedings{snape2014kernelpca,
    author = {P. Snape and S. Zafeiriou},
    pages = {1059--1066},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    title = {Kernel-PCA Analysis of Surface Normals for Shape from Shading},
    url = {10.1109/CVPR.2014.139},
    year = {2014},
}
Endnote reference [hide]

Bayesian Active Appearance Models

J. Alabort-i-medina, S. Zafeiriou. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition. June 2014.

Bibtex reference [hide]
@inproceedings{Joan_cvpr2014,
    author = {J. Alabort-i-medina and S. Zafeiriou},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition},
    month = {June},
    title = {Bayesian Active Appearance Models},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Bayesian Active Appearance Models
%A Alabort-i-medina, J.
%A Zafeiriou, S.
%B Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition
%D 2014
%8 June
%F Joan_cvpr2014

Incremental Face Alignment in the Wild

A. Asthana, S. Zafeiriou, S. Cheng, M. Pantic. In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014). 2014.

Bibtex reference [hide]
@inproceedings{akshay_wild,
    author = {A. Asthana and S. Zafeiriou and S. Cheng and M. Pantic},
    booktitle = {In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)},
    title = {Incremental Face Alignment in the Wild},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Incremental Face Alignment in the Wild
%A Asthana, A.
%A Zafeiriou, S.
%A Cheng, S.
%A Pantic, M.
%B In Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)
%D 2014
%F akshay_wild

Automatic Construction of Deformable Models In-The-Wild

E. Antonakos, S. Zafeiriou. Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'14). Columbus, OH, USA, pp. 1813 - 1820, June 2014.

Bibtex reference [hide]
@inproceedings{antonakos2014automatic,
    author = {E. Antonakos and S. Zafeiriou},
    pages = {1813--1820},
    address = {Columbus, OH, USA},
    booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'14)},
    month = {June},
    title = {Automatic Construction of Deformable Models In-The-Wild},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Automatic Construction of Deformable Models In-The-Wild
%A Antonakos, E.
%A Zafeiriou, S.
%B Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR?14)
%D 2014
%8 June
%C Columbus, OH, USA
%F antonakos2014automatic
%P 1813-1820

RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models

C. Sagonas, Y. Panagakis, S. Zafeiriou, M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR). June 2014.

Bibtex reference [hide]
@inproceedings{raps,
    author = {C. Sagonas and Y. Panagakis and S. Zafeiriou and M. Pantic},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR)},
    month = {June},
    title = {RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models},
    year = {2014},
}
Endnote reference [hide]

Merging SVMs with Linear Discriminant Analysis: A Combined Model

S. Nikitidis, S. Zafeiriou, M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014). Columbus, OH, USA, pp. 1067 - 1074, June 2014.

Bibtex reference [hide]
@inproceedings{svms_lda,
    author = {S. Nikitidis and S. Zafeiriou and M. Pantic},
    pages = {1067--1074},
    address = { Columbus, OH, USA},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)},
    month = {June},
    title = {Merging SVMs with Linear Discriminant Analysis: A Combined Model},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Merging SVMs with Linear Discriminant Analysis: A Combined Model
%A Nikitidis, S.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR 2014)
%D 2014
%8 June
%C Columbus, OH, USA
%F svms_lda
%P 1067-1074

Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations

S. Liwicki, M. Pham, S. Zafeiriou, M. Pantic, B. Stenger. Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition. 2014.

Bibtex reference [hide]
@inproceedings{Quaternios_2014,
    author = {S. Liwicki and M. Pham and S. Zafeiriou and M. Pantic and B. Stenger},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition},
    title = {Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations
%A Liwicki, S.
%A Pham, M.
%A Zafeiriou, S.
%A Pantic, M.
%A Stenger, B.
%B Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition
%D 2014
%F Quaternios_2014

Principal Component Analysis With Complex Kernel: The Widely Linear Model

A. Papaioannou, S. Zafeiriou. IEEE Transactions on Neural Networks and Learning Systems (Accepted).. 2014.

Bibtex reference [hide]
@article{papaioannou_tnn_2013,
    author = {A. Papaioannou and S. Zafeiriou},
    journal = {IEEE Transactions on Neural Networks and Learning Systems (Accepted).},
    title = {Principal Component Analysis With Complex Kernel: The Widely Linear Model },
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T Principal Component Analysis With Complex Kernel: The Widely Linear Model
%A Papaioannou, A.
%A Zafeiriou, S.
%J IEEE Transactions on Neural Networks and Learning Systems (Accepted).
%D 2014
%F papaioannou_tnn_2013

Unobtrusive Deception Detection

A. C. Elkins, S. Zafeiriou, J. Burgoon, M. Pantic. Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.. Springer, pp. 503 - 515, 2014.

Bibtex reference [hide]
@inbook{unobtrusive_deception_detection_aaron_2013,
    author = {A. C. Elkins and S. Zafeiriou and J. Burgoon and M. Pantic},
    pages = {503--515},
    booktitle = {Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.},
    publisher = {Springer},
    title = {Unobtrusive Deception Detection},
    year = {2014},
}
Endnote reference [hide]
%0 Book Section
%A Elkins, A. C.
%A Zafeiriou, S.
%A Burgoon, J.
%A Pantic, M.
%B Handbook of Affective Computing, R. Calvo, S. DMello, A. Kappas and J. Gratch Eds.
%D 2014
%I Springer
%F unobtrusive_deception_detection_aaron_2013
%P 503-515

Multi-scale Feature Learning on Pixel and Superpixel for Seminal Vesical MRI Segmentation

Q. Gao, A. Asthana, T. Tong, D. Rueckert, P. Edwards. 2014 SPIE Medical Imaging (MI 2014). San Diego, California, USA, February 2014.

Bibtex reference [hide]
@inproceedings{guo2014multiscale,
    address = {San Diego, California, USA},
    booktitle = {2014 SPIE Medical Imaging (MI 2014)},
    month = {February},
    title = {Multi-scale Feature Learning on Pixel and Superpixel for Seminal Vesical MRI Segmentation},
    year = {2014},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Multi-scale Feature Learning on Pixel and Superpixel for Seminal Vesical MRI Segmentation
%B 2014 SPIE Medical Imaging (MI 2014)
%D 2014
%8 February
%C San Diego, California, USA
%F guo2014multiscale

A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modelling

B. Jiang, M. F. Valstar, B. Martinez, M. Pantic. IEEE Transactions on Cybernetics. 44(2): pp. 161 - 174, 2014.

Bibtex reference [hide]
@article{JiangEtAl13,
    author = {B. Jiang and M. F. Valstar and B. Martinez and M. Pantic},
    pages = {161--174},
    journal = {IEEE Transactions on Cybernetics},
    number = {2},
    title = {A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modelling},
    volume = {44},
    year = {2014},
}
Endnote reference [hide]
%0 Journal Article
%T A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modelling
%A Jiang, B.
%A Valstar, M. F.
%A Martinez, B.
%A Pantic, M.
%J IEEE Transactions on Cybernetics
%D 2014
%V 44
%N 2
%F JiangEtAl13
%P 161-174