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] [endnote]

@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},
}

%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] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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] [endnote]

@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},
}

%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] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[website] [pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[Menpo Project] [Poster] [pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[Download Code] [pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

Bayesian Active Appearance Models

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

[pdf] [bibtex] [endnote]

@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},
}

%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.

[YTCeleb Database Video Annotations] [pdf] [bibtex] [endnote]

@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},
}

%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.

[Supplemental Material] [Poster] [pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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] [endnote]

@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},
}

%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.

[pdf] [bibtex] [endnote]

@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},
}

%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