Publications of Stefanos Zafeiriou
@article{s11263-020-01304-3,
author = {I. Kotsia and S. Zafeiriou and S. Cheng and E. Ververas and D. Kollias},
journal = {International Journal of Computer Vision},
title = {Deep Neural Network Augmentation: Generating Faces for Affect Analysis},
year = {2020},
}
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
D. Kollias,
S. Zafeiriou.
British Machine Vision Conference, Cardiff.
September
2019.
@inproceedings{kolliasexpression,
author = {D. Kollias and S. Zafeiriou},
booktitle = {British Machine Vision Conference, Cardiff},
month = {September},
title = {Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace},
year = {2019},
}
@article{mehdi2019,
author = {M. Bahri and Y. Panagakis and S. Zafeiriou},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {Robust Kronecker Component Analysis},
year = {2019},
}
@inproceedings{chrysos2019,
booktitle = {ICLR},
month = {May},
title = {Robust Conditional Generative Adversarial Networks},
year = {2019},
}
@inproceedings{ploumpis2019,
booktitle = {CVPR (ORAL)},
month = {June},
title = {Combining 3D Morphable Models: A Large scale Face-and-Head Model},
year = {2019},
}
@inproceedings{baris2019,
author = {B. Gecer and S. Ploumpis and I. Kotsia and S. Zafeiriou},
booktitle = {CVPR 2019},
title = {GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction},
year = {2019},
}
@inproceedings{tzirakis2019,
booktitle = {FG'2019},
month = {May},
title = {Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries},
year = {2019},
}
@inproceedings{haoyang2018,
author = {H. Wang and S. Zafeiriou},
booktitle = {FG'2019},
month = {May},
title = {Reparameterising 3D Statistical Shape Models},
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},
}
@inproceedings{moschoglou2018a,
author = {S. Moschoglou and S. Ploumpis and M. A. Nicolaou and S. Zafeiriou},
booktitle = {ACCV 2018},
title = {Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes},
year = {2018},
}
@article{moschoglou2018,
journal = {IEEE Journal of Selected Topics in Signal Processing,},
month = {December},
title = {Multi-Attribute Robust Component Analysis for Facial UV Maps},
year = {2018},
}
Motion Deblurring of Faces
G. Chrysos,
P. Favaro,
S. Zafeiriou.
International Journal of Computer Vision.
2018.
@article{2019_ijcv_deblurring,
author = {G. Chrysos and P. Favaro and S. Zafeiriou},
journal = { International Journal of Computer Vision},
title = {Motion Deblurring of Faces},
year = {2018},
}
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications
S. Cheng,
I. Kotsia,
M. Pantic,
S. Zafeiriou.
2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018).
Salt Lake City, Utah, US,
June
2018.
@inproceedings{ChengCVPR18,
author = {S. Cheng and I. Kotsia and M. Pantic and S. Zafeiriou},
address = {Salt Lake City, Utah, US},
booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)},
month = {June},
title = {4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications},
year = {2018},
}
@article{2018_incremental_pictorial_tracking,
author = {G. Chrysos and E. Antonakos and S. Zafeiriou},
journal = {IEEE Transactions on Image Processing},
title = {IPST: Incremental Pictorial Structures for model-free Tracking of deformable objects},
year = {2018},
}
@inproceedings{krit2018,
author = {K. Songsri-in and G. Trigeorgis and S. Zafeiriou},
booktitle = {FG'2018},
title = {Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models},
year = {2018},
}
PD2T: Person-specific Detection, Deformable Tracking
G. Chrysos,
S. Zafeiriou.
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI).
2018.
@article{2017_pami_offline_deformable_tracking,
author = {G. Chrysos and S. Zafeiriou},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
title = {PD2T: Person-specific Detection, Deformable Tracking},
year = {2018},
}
@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},
}
Deep Face Deblurring
G. Chrysos,
S. Zafeiriou.
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
2017.
@inproceedings{chrysos_2017,
author = {G. Chrysos and S. Zafeiriou},
booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
title = {Deep Face Deblurring},
year = {2017},
}
Nonnegative Decompositions for Dynamic Visual Data Analysis.
L. Zafeiriou,
Y. Panagakis,
M. Pantic,
S. Zafeiriou.
IEEE transactions on image processing: a publication of the IEEE Signal Processing Society.
26(12):
pp. 5603,
2017.
@article{zafeiriou2017nonnegative,
author = {L. Zafeiriou and Y. Panagakis and M. Pantic and S. Zafeiriou},
pages = {5603},
journal = {IEEE transactions on image processing: a publication of the IEEE Signal Processing Society},
number = {12},
title = {Nonnegative Decompositions for Dynamic Visual Data Analysis.},
volume = {26},
year = {2017},
}
Robust Joint and Individual Variance Explained
C. Sagonas,
Y. Panagakis,
A. Leidinger,
S. Zafeiriou.
Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR).
July
2017.
@inproceedings{rjive_sagonas_cvpr,
author = {C. Sagonas and Y. Panagakis and A. Leidinger and S. Zafeiriou},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision & Pattern Recognition (CVPR)},
month = {July},
title = { Robust Joint and Individual Variance Explained},
year = {2017},
}
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling
M. Bahri,
Y. Panagakis,
S. Zafeiriou.
The IEEE International Conference on Computer Vision (ICCV).
Oct
2017.
@inproceedings{Bahri_2017_ICCV,
author = {M. Bahri and Y. Panagakis and S. Zafeiriou},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
title = {Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling},
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},
}
@article{booth2017largescale,
author = {S. Zafeiriou and A. Roussos and A. Ponniah and D. Dunaway and J. Booth},
journal = {International Journal of Computer Vision},
publisher = {Springer},
title = {Large Scale 3D Morphable Models},
url = {https://link.springer.com/article/10.1007/s11263-017-1009-7},
year = {2017},
}
@conference{Marras2017,
author = {I. Marras and S. Nikitidis and S. Zafeiriou and M. Pantic},
booktitle = {IEEE Face and Gesture Recognition 2017},
month = {May},
title = {A Joint Discriminative Generative Model for Deformable Model Construction and Classification},
year = {2017},
}
Face Normals “in-the-wild” using Fully Convolutional Networks
G. Trigeorgis,
P. Snape,
I. Kokkinos,
S. Zafeiriou.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
July
2017.
@inproceedings{trigeorgis_normals,
author = {G. Trigeorgis and P. Snape and I. Kokkinos and S. Zafeiriou},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
title = {Face Normals “in-the-wild” using Fully Convolutional Networks},
year = {2017},
}
@inproceedings{meng2017,
author = {M. Wang and Y. Panagakis and P. Snape and S. Zafeiriou},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
title = {Learning the Multilinear Structure of Visual Data},
year = {2017},
}
Deformable Models of Ears in-the-wild for Alignment and Recognition
Y. Zhou,
S. Zafeiriou.
FG'2017.
June
2017.
@inproceedings{dmefg2017,
author = {Y. Zhou and S. Zafeiriou},
booktitle = {FG'2017},
month = {June},
title = {Deformable Models of Ears in-the-wild for Alignment and Recognition},
year = {2017},
}
@inproceedings{booth2017itw3dmm,
author = {J. Booth and E. Antonakos and S. Ploumpis and G. Trigeorgis and Y. Panagakis and S. Zafeiriou},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
title = {3D Face Morphable Models "In-the-Wild"},
url = {https://arxiv.org/abs/1701.05360},
year = {2017},
}
@article{CONFER,
author = {C. Georgakis and Y. Panagakis and S. Zafeiriou and M. Pantic},
journal = {Image and Vision Computing},
title = {The Conflict Escalation Resolution (CONFER) Database},
year = {2017},
}
Statistical non-rigid ICP algorithm and its application to 3D face alignment
S. Cheng,
I. Marras,
S. Zafeiriou,
M. Pantic.
Image and Vision Computing, Special Issue on best of FG'2015.
2017.
@article{NICP2017,
journal = {Image and Vision Computing, Special Issue on best of FG'2015},
title = {Statistical non-rigid ICP algorithm and its application to 3D face alignment},
year = {2017},
}
Dynamic Probabilistic Linear Discriminant Analysis For Video Classification
A. Fabris,
M. A. Nicolaou,
I. Kotsia,
S. Zafeiriou.
ICASSP 2017, accepted for publication.
March
2017.
@inproceedings{dplda,
booktitle = {ICASSP 2017, accepted for publication},
month = {March},
title = {Dynamic Probabilistic Linear Discriminant Analysis For Video Classification},
year = {2017},
}
@inproceedings{guler2017densereg,
author = {R. Guler and G. Trigeorgis and E. Antonakos and P. Snape and S. Zafeiriou and I. Kokkinos},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
title = {DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild},
url = {https://arxiv.org/pdf/1612.01202v1.pdf},
year = {2017},
}
@article{chrysos2016comprehensive,
author = {G. Chrysos and E. Antonakos and P. Snape and A. Asthana and S. Zafeiriou},
pages = {1--35},
journal = {International Journal of Computer Vision},
month = {February},
title = {A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"},
url = {https://link.springer.com/article/10.1007/s11263-017-0999-5},
year = {2017},
}
MAGMA: Multi-level accelerated gradient mirror descent algorithm for large-scale convex composite minimization
V. Hovhannisyan,
P. Parpas,
S. Zafeiriou.
SIAM Journal on Imaging Sciences.
October
2016.
@article{vahan2016,
author = {V. Hovhannisyan and P. Parpas and S. Zafeiriou},
journal = {SIAM Journal on Imaging Sciences},
month = {October},
title = {MAGMA: Multi-level accelerated gradient mirror descent algorithm for large-scale convex composite minimization},
year = {2016},
}
Fusion and Community Detection in Multi-layer Graphs
V. Gligorijevic,
Y. Panagakis,
S. Zafeiriou.
ICPR (oral).
December
2016.
@inproceedings{vladicpr2016,
author = {V. Gligorijevic and Y. Panagakis and S. Zafeiriou},
booktitle = {ICPR (oral)},
month = {December},
title = {Fusion and Community Detection in Multi-layer Graphs},
year = {2016},
}
Fine-grained material classification using micro-geometry and reflectance
C. Kampouris,
S. Zafeiriou,
A. Ghosh,
S. Malassiotis.
ECCV 2016.
October
2016.
@inproceedings{kampouris2016,
booktitle = {ECCV 2016},
month = {October},
title = { Fine-grained material classification using micro-geometry and reflectance},
year = {2016},
}
Robust Statistical Frontalization of Human and Animal Faces
C. Sagonas,
Y. Panagakis,
S. Zafeiriou,
M. Pantic.
International Journal of Computer Vision (IJCV), Special Issue on "Machine Vision Applications".
June
2016.
@article{sagonas2016rsf,
author = {C. Sagonas and Y. Panagakis and S. Zafeiriou and M. Pantic},
journal = {International Journal of Computer Vision (IJCV), Special Issue on "Machine Vision Applications"},
month = {June},
publisher = {Springer},
title = {Robust Statistical Frontalization of Human and Animal Faces},
year = {2016},
}
Facial Affect ``in-the-wild": A survey and a new database
S. Zafeiriou,
A. Papaioannou,
I. Kotsia,
M. A. Nicolaou,
G. Zhao.
International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Affect "in-the-wild" Workshop.
June
2016.
@inproceedings{zafeiriou_in_the_wild_2016,
author = {S. Zafeiriou and A. Papaioannou and I. Kotsia and M. A. Nicolaou and G. Zhao},
booktitle = {International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Affect "in-the-wild" Workshop},
month = {June},
title = {Facial Affect ``in-the-wild": A survey and a new database},
year = {2016},
}
A Unified Framework for Compositional Fitting of Active Appearance Models
J. Alabort-i-medina,
S. Zafeiriou.
International Journal of Computer Vision.
2016.
@article{alabortIJCV2016,
author = {J. Alabort-i-medina and S. Zafeiriou},
journal = {International Journal of Computer Vision},
title = {A Unified Framework for Compositional Fitting of Active Appearance Models},
year = {2016},
}
@incollection{alabort2016menpo,
author = {J. Alabort-i-medina and E. Antonakos and J. Booth and P. Snape and S. Zafeiriou},
booktitle = {ACM SIGMM Records},
number = {2},
organization = {ACM},
title = {The Menpo Project},
url = {http://records.mlab.no/2016/04/28/the-menpo-project/},
volume = {8},
year = {2016},
}
@inproceedings{antonakos2016adaptive,
author = {E. Antonakos and P. Snape and G. Trigeorgis and S. Zafeiriou},
pages = {1649--1653},
address = {Phoenix, AZ, USA},
booktitle = {Proceedings of IEEE International Conference on Image Processing (ICIP)},
month = {September},
note = {Oral},
title = {Adaptive Cascaded Regression},
year = {2016},
}
@article{snape2015volumetric,
author = {P. Snape and S. Pszczolkowski and S. Zafeiriou and G. Tzimiropoulos and C. Ledig and D. Rueckert},
pages = {97--113},
journal = {Image and Vision Computing},
month = {August},
title = {A Robust Similarity Measure for Volumetric Image Registration with Outliers},
url = {http://doi.org/10.1016/j.imavis.2016.05.006},
volume = {52},
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},
}
Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences
L. Zafeiriou,
E. Antonakos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16).
Las Vegas, NV, USA,
June
2016.
@inproceedings{zafeiriou2016joint,
author = {L. Zafeiriou and E. Antonakos and S. Zafeiriou},
address = {Las Vegas, NV, USA},
booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
month = {June},
title = {Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences},
year = {2016},
}
@inproceedings{trigeorgis2016mnemonic,
author = {G. Trigeorgis and P. Snape and M. A. Nicolaou and E. Antonakos and S. Zafeiriou},
pages = {4177--4187},
address = {Las Vegas, NV, USA},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
title = {Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment},
year = {2016},
}
@inproceedings{zhou2016estimating,
author = {Y. Zhou and E. Antonakos and J. Alabort-i-medina and A. Roussos and S. Zafeiriou},
address = {Las Vegas, NV, USA},
booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
month = {June},
title = {Estimating Correspondences of Deformable Objects "In-the-wild"},
year = {2016},
}
A 3D Morphable Model learnt from 10,000 faces
J. Booth,
A. Roussos,
S. Zafeiriou,
A. Ponniah,
D. Dunaway.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
June
2016.
@inproceedings{james_3DMM,
author = {J. Booth and A. Roussos and S. Zafeiriou and A. Ponniah and D. Dunaway},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
title = {A 3D Morphable Model learnt from 10,000 faces},
year = {2016},
}
@article{sagonas2016300w,
author = {C. Sagonas and E. Antonakos and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {3--18},
journal = {Image and Vision Computing (IMAVIS), Special Issue on Facial Landmark Localisation "In-The-Wild"},
publisher = {Elsevier},
title = {300 Faces In-The-Wild Challenge: Database and Results},
volume = {47},
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},
}
Robust Correlated and Individual Component Analysis
Y. Panagakis,
M. A. Nicolaou,
S. Zafeiriou,
M. Pantic.
IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue in Multimodal Pose Estimation and Behaviour Analysis, (accepted).
2016.
@article{RCICA,
author = {Y. Panagakis and M. A. Nicolaou and S. Zafeiriou and M. Pantic},
booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue in Multimodal Pose Estimation and Behaviour Analysis, (accepted),},
journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue in Multimodal Pose Estimation and Behaviour Analysis, (accepted)},
title = {Robust Correlated and Individual Component Analysis},
year = {2016},
}
@article{psfaba,
journal = {IEEE Transactions on Neural Networks and Learning Systems},
title = {Probabilistic Slow Features for Behavior Analysis},
year = {2016},
}
%0 Journal Article
%T Probabilistic Slow Features for Behavior Analysis
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2016
%F psfaba
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},
}
@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},
}
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
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
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
@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
Unconstrained Face Recognition
S. Zafeiriou,
I. Kotsia,
M. Pantic.
Face Recognition in Adverse Conditions.
IGI Global,
Hershey, PA, USA,
pp. 16 - 37,
2014.
@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
@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
@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
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.
@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
@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},
}
@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.
@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.
@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
@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
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.
@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.
@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
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.
@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.
@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.
@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
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.
@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
@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.
@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},
}
@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
@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.
@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.
@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.
@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.
@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.
@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.
@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
300 Faces in-the-Wild Challenge: The first facial landmark localization Challenge
C. Sagonas,
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV-W), 300 Faces in-the-Wild Challenge (300-W).
Sydney, Australia,
December
2013.
@inproceedings{sagonas_iccv_300w_2013,
author = {C. Sagonas and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
address = {Sydney, Australia},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV-W), 300 Faces in-the-Wild Challenge (300-W)},
month = {December},
title = {300 Faces in-the-Wild Challenge: The first facial landmark localization Challenge},
year = {2013},
}
Markov Random Field Structures for Facial Action Unit Intensity Estimation
G. Sandbach,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions.
Sydney, Australia,
December
2013.
@inproceedings{sandbach2013markov,
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
address = {Sydney, Australia},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions},
month = {December},
title = {Markov Random Field Structures for Facial Action Unit Intensity Estimation},
year = {2013},
}
%0 Conference Proceedings
%T Markov Random Field Structures for Facial Action Unit Intensity Estimation
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision (ICCV-W’13), Workshop on Decoding Subtle Cues from Social Interactions
%D 2013
%8 December
%C Sydney, Australia
%F sandbach2013markov
Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures
K. Bousmalis,
S. Zafeiriou,
L. Morency,
M. Pantic,
Z. Ghahramani.
European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13).
Prague, Czech Republic,
September
2013.
@inproceedings{bousmalis2013variational,
author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic and Z. Ghahramani},
address = { Prague, Czech Republic},
booktitle = {European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)},
month = {September},
title = {Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures},
year = {2013},
}
%0 Conference Proceedings
%T Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%A Ghahramani, Z.
%B European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)
%D 2013
%8 September
%C Prague, Czech Republic
%F bousmalis2013variational
A sparse representation method for determining the optimal illumination directions in Photometric Stereo
V. Argyriou,
S. Zafeiriou,
B. Villarini,
M. Petrou.
93(11):
pp. 3027 - 3038,
2013.
@article{sparserepresentationSP_2013,
author = {V. A. and S. Zafeiriou and B. Villarini and M. P. },
pages = {3027--3038},
booktitle = {Signal Processing},
number = {11},
title = {A sparse representation method for determining the optimal illumination directions in Photometric Stereo},
volume = {93},
year = {2013},
}
%0 Journal Article
%T A sparse representation method for determining the optimal illumination directions in Photometric Stereo
%A A., V.
%A Zafeiriou, S.
%A Villarini, B.
%A P., M.
%D 2013
%V 93
%N 11
%F sparserepresentationSP_2013
%P 3027-3038
On One-Shot Kernels: Explicit Feature Maps and Properties
S. Zafeiriou,
I. Kotsia.
Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted.
2013.
@inproceedings{zaf_kot_one_shot,
author = {S. Zafeiriou and I. Kotsia},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted},
title = {On One-Shot Kernels: Explicit Feature Maps and Properties},
year = {2013},
}
%0 Conference Proceedings
%T On One-Shot Kernels: Explicit Feature Maps and Properties
%A Zafeiriou, S.
%A Kotsia, I.
%B Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013), Accepted
%D 2013
%F zaf_kot_one_shot
Robust Discriminative Response Map Fitting with Constrained Local Models
A. Asthana,
S. Zafeiriou,
S. Cheng,
M. Pantic.
2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013).
Portland, Oregon, USA,
June
2013.
@inproceedings{akshay_CVPR_2013,
author = {A. Asthana and S. Zafeiriou and S. Cheng and M. Pantic},
address = {Portland, Oregon, USA},
booktitle = {2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013)},
month = {June},
title = {Robust Discriminative Response Map Fitting with Constrained Local Models },
year = {2013},
}
%0 Conference Proceedings
%T Robust Discriminative Response Map Fitting with Constrained Local Models
%A Asthana, A.
%A Zafeiriou, S.
%A Cheng, S.
%A Pantic, M.
%B 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013)
%D 2013
%8 June
%C Portland, Oregon, USA
%F akshay_CVPR_2013
Correlated-Spaces Regression for Learning Continuous Emotion Dimensions
M. A. Nicolaou,
S. Zafeiriou,
M. Pantic.
The 21st ACM International Conference on Multimedia, ACM MM 2013.
2013.
@inproceedings{Nicolaouetal_ACM2013,
author = {M. A. Nicolaou and S. Zafeiriou and M. Pantic},
booktitle = {The 21st ACM International Conference on Multimedia, ACM MM 2013},
title = {Correlated-Spaces Regression for Learning Continuous Emotion Dimensions},
year = {2013},
}
%0 Conference Proceedings
%T Correlated-Spaces Regression for Learning Continuous Emotion Dimensions
%A Nicolaou, M. A.
%A Zafeiriou, S.
%A Pantic, M.
%B The 21st ACM International Conference on Multimedia, ACM MM 2013
%D 2013
%F Nicolaouetal_ACM2013
@inproceedings{SFA_iccv2013,
author = {L. Zafeiriou and M. A. Nicolaou and S. Zafeiriou and S. Nikitidis and M. Pantic},
address = {Sydney, Australia },
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013)},
month = {November },
title = {Learning Slow Features for Behaviour Analysis },
year = {2013},
}
%0 Conference Proceedings
%T Learning Slow Features for Behaviour Analysis
%A Zafeiriou, L.
%A Nicolaou, M. A.
%A Zafeiriou, S.
%A Nikitidis, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2013)
%D 2013
%8 November
%C Sydney, Australia
%F SFA_iccv2013
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences
Y. Panagakis,
M. A. Nicolaou,
S. Zafeiriou,
M. Pantic.
Proc 26th IEEE Conference on Computer Vision and Pattern Recognition.
Portland, Oregon, USA,
pp. 540 - 547,
June
2013.
@inproceedings{Panagakis_2013_CVPR,
author = {Y. Panagakis and M. A. Nicolaou and S. Zafeiriou and M. Pantic},
pages = {540--547},
address = {Portland, Oregon, USA},
booktitle = {Proc 26th IEEE Conference on Computer Vision and Pattern Recognition},
month = {June},
title = {Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences},
year = {2013},
}
%0 Conference Proceedings
%T Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences
%A Panagakis, Y.
%A Nicolaou, M. A.
%A Zafeiriou, S.
%A Pantic, M.
%B Proc 26th IEEE Conference on Computer Vision and Pattern Recognition
%D 2013
%8 June
%C Portland, Oregon, USA
%F Panagakis_2013_CVPR
%P 540-547
A semi-automatic methodology for facial landmark annotation
C. Sagonas,
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W), 5th Workshop on Analysis and Modeling of Faces and Gestures (AMFG2013).
Portland Oregon, USA,
June
2013.
@inproceedings{sagonasEtAlCVPR_w_2013,
author = {C. Sagonas and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
address = {Portland Oregon, USA},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W), 5th Workshop on Analysis and Modeling of Faces and Gestures (AMFG2013)},
month = {June},
title = {A semi-automatic methodology for facial landmark annotation},
year = {2013},
}
@inproceedings{Marras_FG_2013,
author = {I. Marras and J. Alabort-i-medina and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
booktitle = {Proceedings of the IEEE 10th International Conference on Automatic Face & Gesture Recognition (FG)},
month = {April},
title = {Online Learning and Fusion of Orientation Appearance Models for Robust Rigid Object Tracking},
year = {2013},
}
%0 Conference Proceedings
%T Online Learning and Fusion of Orientation Appearance Models for Robust Rigid Object Tracking
%A Marras, I.
%A Alabort-i-medina, J.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the IEEE 10th International Conference on Automatic Face & Gesture Recognition (FG)
%D 2013
%8 April
%F Marras_FG_2013
@article{liwicki2012euler,
author = {S. Liwicki and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {498--518},
journal = {International Journal of Computer Vision},
number = {3},
title = {Euler Principal Component Analysis},
volume = {101},
year = {2013},
}
%0 Journal Article
%T Euler Principal Component Analysis
%A Liwicki, S.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%J International Journal of Computer Vision
%D 2013
%V 101
%N 3
%F liwicki2012euler
%P 498-518
Infinite Hidden Conditional Random Fields for Human Behavior Analysis
K. Bousmalis,
S. Zafeiriou,
L. Morency,
M. Pantic.
IEEE Transactions on Neural Networks and Learning Systems.
24:
pp. 170 - 177,
2013.
@article{bousmalis2012infinite,
author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic},
pages = {170--177},
journal = {IEEE Transactions on Neural Networks and Learning Systems},
title = {Infinite Hidden Conditional Random Fields for Human Behavior Analysis},
volume = {24},
year = {2013},
}
%0 Journal Article
%T Infinite Hidden Conditional Random Fields for Human Behavior Analysis
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2013
%V 24
%F bousmalis2012infinite
%P 170-177
The face of an imposter: Computer Vision for Deception Detection
A. C. Elkins,
Y. Sun,
S. Zafeiriou,
M. Pantic.
Forty-Sixth Annual Hawaii International Conference on System Sciences.
Maui, Hawaii,
2013.
@inproceedings{elkins2013face,
author = {A. C. Elkins and Y. Sun and S. Zafeiriou and M. Pantic},
address = {Maui, Hawaii},
booktitle = {Forty-Sixth Annual Hawaii International Conference on System Sciences},
title = {The face of an imposter: Computer Vision for Deception Detection},
year = {2013},
}
%0 Conference Proceedings
%T The face of an imposter: Computer Vision for Deception Detection
%A Elkins, A. C.
%A Sun, Y.
%A Zafeiriou, S.
%A Pantic, M.
%B Forty-Sixth Annual Hawaii International Conference on System Sciences
%D 2013
%C Maui, Hawaii
%F elkins2013face
A Generative Model for Modelling Human Behaviour with an Application to Analysis of Deceptive Behaviour
N. Markou,
S. Zafeiriou,
M. Pantic.
Proceedings of the Hawaii International Conference on System Sciences (HICSS’13), Symposium on Rapid Screening Technologies, Deception Detection and Credibility Assessment.
HICSS ,
2012.
@inproceedings{nicolas2013_gm,
author = {N. and S. Zafeiriou and M. Pantic},
booktitle = {Proceedings of the Hawaii International Conference on System Sciences (HICSS’13), Symposium on Rapid Screening Technologies, Deception Detection and Credibility Assessment},
publisher = {HICSS },
title = {A Generative Model for Modelling Human Behaviour with an Application to Analysis of Deceptive Behaviour},
year = {2012},
}
%0 Conference Proceedings
%T A Generative Model for Modelling Human Behaviour with an Application to Analysis of Deceptive Behaviour
%A N.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the Hawaii International Conference on System Sciences (HICSS’13), Symposium on Rapid Screening Technologies, Deception Detection and Credibility Assessment
%D 2012
%I HICSS
%F nicolas2013_gm
Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels
S. Zafeiriou.
ECCV 2012.
October
2012.
@inproceedings{Zafeiriou_ECCV_2012_Krein,
booktitle = {ECCV 2012},
month = {October},
title = {Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels},
year = {2012},
}
%0 Conference Proceedings
%T Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels
%B ECCV 2012
%D 2012
%8 October
%F Zafeiriou_ECCV_2012_Krein
Incremental Slow Feature Analysis with Indefinite Kernel for Online Temporal Video Segmentation
S. Liwicki,
S. Zafeiriou,
M. Pantic.
11th Asian Conference on Computer Vision (ACCV 2012).
Daejeon, Korea,
pp. 162 - 176,
November
2012.
@inproceedings{liwicki2012accv,
author = {S. Liwicki and S. Zafeiriou and M. Pantic},
pages = {162--176},
address = {Daejeon, Korea},
booktitle = {11th Asian Conference on Computer Vision (ACCV 2012)},
month = {November},
title = {Incremental Slow Feature Analysis with Indefinite Kernel for Online Temporal Video Segmentation},
year = {2012},
}
%0 Conference Proceedings
%T Incremental Slow Feature Analysis with Indefinite Kernel for Online Temporal Video Segmentation
%A Liwicki, S.
%A Zafeiriou, S.
%A Pantic, M.
%B 11th Asian Conference on Computer Vision (ACCV 2012)
%D 2012
%8 November
%C Daejeon, Korea
%F liwicki2012accv
%P 162-176
Subspace Learning from Image Gradient Orientations
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
34(12):
pp. 2454 - 2466,
2012.
@article{tzimiro2012,
author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {2454--2466},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {12},
title = {Subspace Learning from Image Gradient Orientations},
volume = {34},
year = {2012},
}
%0 Journal Article
%T Subspace Learning from Image Gradient Orientations
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence
%D 2012
%V 34
%N 12
%F tzimiro2012
%P 2454-2466
@inproceedings{tzimiroACCV2012_2,
author = {G. Tzimiropoulos and J. Alabort-i-medina and S. Zafeiriou and M. Pantic},
pages = {650--663},
address = {Daejeon, Korea},
booktitle = {11th Asian Conference on Computer Vision (ACCV 2012)},
month = {November},
title = {Generic Active Appearance Models Revisited},
year = {2012},
}
%0 Conference Proceedings
%T Generic Active Appearance Models Revisited
%A Tzimiropoulos, G.
%A Alabort-i-medina, J.
%A Zafeiriou, S.
%A Pantic, M.
%B 11th Asian Conference on Computer Vision (ACCV 2012)
%D 2012
%8 November
%C Daejeon, Korea
%F tzimiroACCV2012_2
%P 650-663
Efficient Online Subspace Learning with an Indefinite Kernel for Visual Tracking and Recognition
S. Liwicki,
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
IEEE Transactions on Neural Networks and Learning Systems.
23:
pp. 1624 - 1636,
October
2012.
@article{liwicki2012efficient,
author = {S. Liwicki and G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {1624--1636},
journal = {IEEE Transactions on Neural Networks and Learning Systems},
month = {October},
title = {Efficient Online Subspace Learning with an Indefinite Kernel for Visual Tracking and Recognition},
volume = {23},
year = {2012},
}
%0 Journal Article
%T Efficient Online Subspace Learning with an Indefinite Kernel for Visual Tracking and Recognition
%A Liwicki, S.
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2012
%8 October
%V 23
%F liwicki2012efficient
%P 1624-1636
Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey
G. Sandbach,
S. Zafeiriou,
M. Pantic,
L. Yin.
Image and Vision Computing.
30(10):
pp. 683 - 697,
3D Facial Behaviour Analysis and Understanding.
2012.
@article{sandbach2012survey,
author = {G. Sandbach and S. Zafeiriou and M. Pantic and L. Yin},
pages = {683--697},
journal = {Image and Vision Computing},
note = {3D Facial Behaviour Analysis and Understanding},
number = {10},
publisher = {Elsevier},
title = {Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey},
url = {http://www.sciencedirect.com/science/article/pii/S0262885612000935},
volume = {30},
year = {2012},
}
%0 Journal Article
%T Static and Dynamic 3D Facial Expression Recognition: A Comprehensive Survey
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Yin, L.
%J Image and Vision Computing
%D 2012
%V 30
%N 10
%I Elsevier
%F sandbach2012survey
%O 3D Facial Behaviour Analysis and Understanding
%U http://www.sciencedirect.com/science/article/pii/S0262885612000935
%P 683-697
Local Normal Binary Patterns for 3D Facial Action Unit Detection
G. Sandbach,
S. Zafeiriou,
M. Pantic.
Proceedings of the IEEE International Conference on Image Processing (ICIP 2012).
Orlando, FL, USA,
pp. 1813 - 1816,
October
2012.
@inproceedings{sandbach2012normal,
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
pages = {1813--1816},
address = {Orlando, FL, USA},
booktitle = {Proceedings of the IEEE International Conference on Image Processing (ICIP 2012)},
month = {October},
title = {Local Normal Binary Patterns for 3D Facial Action Unit Detection},
year = {2012},
}
%0 Conference Proceedings
%T Local Normal Binary Patterns for 3D Facial Action Unit Detection
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the IEEE International Conference on Image Processing (ICIP 2012)
%D 2012
%8 October
%C Orlando, FL, USA
%F sandbach2012normal
%P 1813-1816
Binary Pattern Analysis for 3D Facial Action Unit Detection
G. Sandbach,
S. Zafeiriou,
M. Pantic.
Proceedings of the British Machine Vision Conference (BMVC 2012).
Guildford, UK,
September
2012.
@inproceedings{sandbach2012binary,
author = {G. Sandbach and S. Zafeiriou and M. Pantic},
address = {Guildford, UK},
booktitle = {Proceedings of the British Machine Vision Conference (BMVC 2012)},
month = {September},
title = {Binary Pattern Analysis for 3D Facial Action Unit Detection},
year = {2012},
}
%0 Conference Proceedings
%T Binary Pattern Analysis for 3D Facial Action Unit Detection
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of the British Machine Vision Conference (BMVC 2012)
%D 2012
%8 September
%C Guildford, UK
%F sandbach2012binary
@article{sandbach2012recognition,
author = {G. Sandbach and S. Zafeiriou and M. Pantic and D. Rueckert},
pages = {762--773},
journal = {Image and Vision Computing},
note = {3D Facial Behaviour Analysis and Understanding},
number = {10},
title = {Recognition of 3D Facial Expression Dynamics},
url = {http://www.sciencedirect.com/science/article/pii/S0262885612000157},
volume = {30},
year = {2012},
}
%0 Journal Article
%T Recognition of 3D Facial Expression Dynamics
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Rueckert, D.
%J Image and Vision Computing
%D 2012
%V 30
%N 10
%F sandbach2012recognition
%O 3D Facial Behaviour Analysis and Understanding
%U http://www.sciencedirect.com/science/article/pii/S0262885612000157
%P 762-773
Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification
S. Zafeiriou,
G. Tzimiropoulos,
M. Petrou,
T. Stathaki.
IEEE Transactions on Neural Networks and Learning Systems (accepted for publication).
2011.
@article{szafeirioutnn2011,
author = {S. Zafeiriou and G. Tzimiropoulos and M. Petrou and T. Stathaki},
journal = {IEEE Transactions on Neural Networks and Learning Systems (accepted for publication)},
title = {Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification},
year = {2011},
}
%0 Journal Article
%T Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%A Petrou, M.
%A Stathaki, T.
%J IEEE Transactions on Neural Networks and Learning Systems (accepted for publication)
%D 2011
%F szafeirioutnn2011
Robust and Efficient Parametric Face Alignment
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2011) .
pp. 1847 - 1854,
Oral.
November
2011.
@inproceedings{tzimiroREPFAICCV2011,
author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {1847--1854},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2011) },
month = {November},
note = {Oral},
title = {Robust and Efficient Parametric Face Alignment},
year = {2011},
}
%0 Conference Proceedings
%T Robust and Efficient Parametric Face Alignment
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. on Computer Vision (ICCV 2011)
%D 2011
%8 November
%F tzimiroREPFAICCV2011
%O Oral
%P 1847-1854
Subspace Analysis Of Arbitrarily Many Linear Filter Responses with an application to Face Tracking
S. Zafeiriou,
G. Tzimiropoulos,
M. Pantic.
Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Computer Vision for Computer Games.
Colorado Springs, USA,
pp. 37 - 42,
June
2011.
@inproceedings{ZaferiouEtAlCVPRW2011,
author = {S. Zafeiriou and G. Tzimiropoulos and M. Pantic},
pages = {37--42},
address = {Colorado Springs, USA},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Computer Vision for Computer Games},
month = {June},
title = {Subspace Analysis Of Arbitrarily Many Linear Filter Responses with an application to Face Tracking},
year = {2011},
}
%0 Conference Proceedings
%T Subspace Analysis Of Arbitrarily Many Linear Filter Responses with an application to Face Tracking
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on Computer Vision for Computer Games
%D 2011
%8 June
%C Colorado Springs, USA
%F ZaferiouEtAlCVPRW2011
%P 37-42
Facial Behaviometrics: the Case of Facial Deformation in Spontenaous Smile/Laughter
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis.
Colorado Springs, USA,
pp. 13 - 19,
June
2011.
@inproceedings{ZaferiouEtAlCVPR4HB2011,
author = {S. Zafeiriou and M. Pantic},
pages = {13--19},
address = {Colorado Springs, USA},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis},
month = {June},
title = {Facial Behaviometrics: the Case of Facial Deformation in Spontenaous Smile/Laughter},
year = {2011},
}
%0 Conference Proceedings
%T Facial Behaviometrics: the Case of Facial Deformation in Spontenaous Smile/Laughter
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis
%D 2011
%8 June
%C Colorado Springs, USA
%F ZaferiouEtAlCVPR4HB2011
%P 13-19
Sparse Representations of Image Gradient Orientations for Visual Recognition and Tracking
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis.
Colorado Springs, USA,
pp. 26 - 33,
June
2011.
@inproceedings{TzimiropoulosEtAlCVPR2011,
author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {26--33},
address = {Colorado Springs, USA},
booktitle = {Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis},
month = {June},
title = {Sparse Representations of Image Gradient Orientations for Visual Recognition and Tracking },
year = {2011},
}
%0 Conference Proceedings
%T Sparse Representations of Image Gradient Orientations for Visual Recognition and Tracking
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR-W’11), Workshop on CVPR for Human Behaviour Analysis
%D 2011
%8 June
%C Colorado Springs, USA
%F TzimiropoulosEtAlCVPR2011
%P 26-33
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
Fast and Robust Appearance-based Tracking
S. Liwicki,
S. Zafeiriou,
G. Tzimiropoulos,
M. Pantic.
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11).
Santa Barbara, CA, USA,
pp. 507 - 513,
March
2011.
@inproceedings{StephanEtAlFG2011,
author = {S. Liwicki and S. Zafeiriou and G. Tzimiropoulos and M. Pantic},
pages = {507--513},
address = {Santa Barbara, CA, USA},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
month = {March},
title = {Fast and Robust Appearance-based Tracking},
year = {2011},
}
%0 Conference Proceedings
%T Fast and Robust Appearance-based Tracking
%A Liwicki, S.
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%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 StephanEtAlFG2011
%P 507-513
Principal Component Analysis of Image Gradient Orientations for Face Recognition
G. Tzimiropoulos,
S. Zafeiriou,
M. Pantic.
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11).
Santa Barbara, CA, USA,
pp. 553 - 558,
March
2011.
@inproceedings{tzimiropoulosEtAlFG2011,
author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
pages = {553--558},
address = {Santa Barbara, CA, USA},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
month = {March},
title = {Principal Component Analysis of Image Gradient Orientations for Face Recognition},
year = {2011},
}
%0 Conference Proceedings
%T Principal Component Analysis of Image Gradient Orientations for Face Recognition
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%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 tzimiropoulosEtAlFG2011
%P 553-558
A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models
G. Sandbach,
S. Zafeiriou,
M. Pantic,
D. Rueckert.
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), Special Session: 3D Facial Behavior Analysis and Understanding.
Santa Barbara, CA, USA,
pp. 406 - 413,
March
2011.
@inproceedings{GeorgiaEtAlFG2011,
author = {G. Sandbach and S. Zafeiriou and M. Pantic and D. Rueckert},
pages = {406--413},
address = {Santa Barbara, CA, USA},
booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11), Special Session: 3D Facial Behavior Analysis and Understanding},
month = {March},
title = {A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models},
year = {2011},
}
%0 Conference Proceedings
%T A Dynamic Approach to the Recognition of 3D Facial Expressions and Their Temporal Models
%A Sandbach, G.
%A Zafeiriou, S.
%A Pantic, M.
%A Rueckert, D.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11), Special Session: 3D Facial Behavior Analysis and Understanding
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F GeorgiaEtAlFG2011
%P 406-413