Publications in 2017
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},
}
FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge
M. F. Valstar,
E. Sánchez-lozano,
J. Cohn,
L. A. Jeni,
J. M. Girard,
Z. Zhang,
L. Yin,
M. Pantic.
arXiv preprint arXiv:1702.04174.
2017.
@article{valstar2017fera,
author = {M. F. Valstar and E. Sánchez-lozano and J. Cohn and L. A. Jeni and J. M. Girard and Z. Zhang and L. Yin and M. Pantic},
journal = {arXiv preprint arXiv:1702.04174},
title = {FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge},
year = {2017},
}
Gaussian Process Domain Experts for Modeling of Facial Affect
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
IEEE Transactions on Image Processing.
26(10):
pp. 4697 - 4711,
2017.
@article{eleftheriadis2017gaussian,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
pages = {4697--4711},
journal = {IEEE Transactions on Image Processing},
number = {10},
publisher = {IEEE},
title = {Gaussian Process Domain Experts for Modeling of Facial Affect},
volume = {26},
year = {2017},
}
A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity
R. Walecki,
O. Rudovic,
V. Pavlovic,
M. Pantic.
IEEE Transactions on Affective Computing.
2017.
@article{walecki2017copula,
author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
journal = {IEEE Transactions on Affective Computing},
publisher = {IEEE},
title = {A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity},
year = {2017},
}
@inproceedings{linh2017deepcoder,
author = {L. Tran and R. Walecki and O. Rudovic and S. Eleftheriadis and B. Schuller and M. Pantic},
pages = {3190--3199},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
title = {DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding},
year = {2017},
}
@article{martinez2017,
author = {B. Martinez and M. F. Valstar and B. Jiang and M. Pantic},
journal = {IEEE Transactions on Affective Computing},
publisher = {IEEE},
title = {Automatic analysis of facial actions: A survey},
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},
}
AFEW-VA database for valence and arousal estimation in-the-wild
J. Kossaifi,
G. Tzimiropoulos,
S. Todorovic,
M. Pantic.
Image and Vision Computing.
65:
pp. 23 - 36,
Multimodal Sentiment Analysis and Mining in the Wild Image and Vision Computing.
2017.
@article{kossaifi_afewva,
author = {J. Kossaifi and G. Tzimiropoulos and S. Todorovic and M. Pantic},
pages = {23--36},
journal = {Image and Vision Computing},
note = {Multimodal Sentiment Analysis and Mining in the Wild Image and Vision Computing},
title = {AFEW-VA database for valence and arousal estimation in-the-wild},
volume = {65},
year = {2017},
}
@article{SOLEYMANI2017,
author = {M. Soleymani and D. Garcia and B. Jou and B. Schuller and S. Chang and M. Pantic},
journal = {Image and Vision Computing},
title = {A survey of multimodal sentiment analysis},
url = {http://www.sciencedirect.com/science/article/pii/S0262885617301191},
year = {2017},
}
Behavior Prediction In-The-Wild
C. Georgakis,
Y. Panagakis,
M. Pantic.
Affective Computing and Intelligent Interaction (ACII), 2nd Int'l Workshop on Automatic Sentiment Analysis in the Wild (WASA) (accepted for publication).
San Antonio, Texas, USA,
October
2017.
@inproceedings{georgakis_acii,
author = {C. Georgakis and Y. Panagakis and M. Pantic},
address = {San Antonio, Texas, USA},
booktitle = {Affective Computing and Intelligent Interaction (ACII), 2nd Int'l Workshop on Automatic Sentiment Analysis in the Wild (WASA) (accepted for publication)},
month = {October},
title = {Behavior Prediction In-The-Wild},
year = {2017},
}
@inproceedings{end2end_multiview,
author = {S. Petridis and Y. Wang and Z. Li and M. Pantic},
address = {London},
booktitle = {British Machine Vision Conference},
month = {September},
title = {End-to-End Multi-View Lipreading},
year = {2017},
}
End-to-End Audiovisual Fusion With LSTMs
S. Petridis,
Y. Wang,
Z. Li,
M. Pantic.
Auditory-Visual Speech Processing Conference.
Stockholm,
August
2017.
@inproceedings{end2endAV,
author = {S. Petridis and Y. Wang and Z. Li and M. Pantic},
address = {Stockholm},
booktitle = {Auditory-Visual Speech Processing Conference},
month = {August},
title = {End-to-End Audiovisual Fusion With LSTMs},
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},
}
Temporal Archetypal Analysis for Action Segmentation
E. Fotiadou,
Y. Panagakis,
M. Pantic.
12th IEEE Conference on Automatic Face and Gesture Recognition.
May
2017.
@conference{454646,
author = {M. Pantic and Y. Panagakis and E. Fotiadou},
booktitle = {12th IEEE Conference on Automatic Face and Gesture Recognition},
month = {May},
title = {Temporal Archetypal Analysis for Action Segmentation},
year = {2017},
}
@article{walecki2017_deep_copula,
editor = {R. Walecki and O. Rudovic and V. Pavlovic and B. Schuller and M. Pantic},
month = {July},
title = {Deep Structured Learning for Facial Expression Intensity Estimation},
year = {2017},
}
Deep Structured Learning for Facial Expression Intensity Estimation
R. Walecki,
O. Rudovic,
V. Pavlovic,
B. Schuller,
M. Pantic.
Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017).
Honolulu, Hawaii,
June
2017.
@inproceedings{walecki2017_deepstructure,
author = {R. Walecki and O. Rudovic and V. Pavlovic and B. Schuller and M. Pantic},
address = {Honolulu, Hawaii},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017)},
month = {June},
title = {Deep Structured Learning for Facial Expression Intensity Estimation},
year = {2017},
}
@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},
}
Local Deep Neural Networks for Age and Gender Classification
Z. Liao,
S. Petridis,
M. Pantic.
Arxiv 1703.08497.
March
2017.
@inproceedings{ldnn_genderAge,
author = {Z. Liao and S. Petridis and M. Pantic},
booktitle = {Arxiv 1703.08497},
month = {March},
title = {Local Deep Neural Networks for Age and Gender Classification},
year = {2017},
}
Robust Statistical Deformable Models
E. Antonakos.
PhD Thesis,
March
2017.
@phdthesis{antonakos2017phdthesis,
author = {E. Antonakos},
month = {March},
title = {Robust Statistical Deformable Models},
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},
}
@article{georgakis_IJCV,
author = {C. Georgakis and Y. Panagakis and M. Pantic},
journal = {International Journal of Computer Vision},
title = {Dynamic Behavior Analysis via Structured Rank Minimization},
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{puPanagakisPetridisPantic_icassp2017,
author = {J. Pu and Y. Panagakis and S. Petridis and M. Pantic},
pages = {2901--2905},
booktitle = {ICASSP (oral presentation)},
month = {March},
title = {Audio-Visual Object Localization and Separation using Low-Rank and Sparsity},
year = {2017},
}
End-to-end Visual Speech Recognition With LSTMs
S. Petridis,
Z. Li,
M. Pantic.
ICASSP, accepted for publication.
pp. 2592 - 2596,
2017.
@inproceedings{icassp2017_petridisLiPantic,
author = {S. Petridis and Z. Li and M. Pantic},
pages = {2592--2596},
booktitle = {ICASSP, accepted for publication},
title = {End-to-end Visual Speech Recognition With LSTMs},
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},
}