Publications in 2016
Social and Affective Robotics Tutorial: Summary
M. Pantic,
V. Evers,
M. P. Deisenroth,
L. Merino,
B. Schuller.
2016.
@inproceedings{pantic2016social,
journal = {ACM Proceedings Multimedia},
title = {Social and Affective Robotics Tutorial: Summary},
year = {2016},
}
Gaussian Processes for Modeling of Facial Expressions
S. Eleftheriadis.
PhD Thesis,
November
2016.
@phdthesis{ele_thesis,
author = {S. Eleftheriadis},
month = {November},
title = {Gaussian Processes for Modeling of Facial Expressions},
year = {2016},
}
Fast and exact Newton and Bidirectional fitting of Active Appearance Models
J. Kossaifi,
G. Tzimiropoulos,
M. Pantic.
IEEE Transactions on Image Processing (TIP).
26:
pp. 1040 - 1053,
2016.
@article{kossaifi_aam_tip,
author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
pages = {1040--1053},
journal = {IEEE Transactions on Image Processing (TIP)},
publisher = {IEEE},
title = {Fast and exact Newton and Bidirectional fitting of Active Appearance Models},
volume = {26},
year = {2016},
}
Avec 2016: Depression, mood, and emotion recognition workshop and challenge
M. F. Valstar,
J. Gratch,
B. Schuller,
F. Ringeval,
D. Lalanne,
M. Torres torres,
S. Scherer,
G. Stratou,
R. Cowie,
M. Pantic.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.
ACM,
pp. 3 - 10,
2016.
@inproceedings{valstar2016avec,
author = {M. F. Valstar and J. Gratch and B. Schuller and F. Ringeval and D. Lalanne and M. Torres torres and S. Scherer and G. Stratou and R. Cowie and M. Pantic},
pages = {3--10},
booktitle = {Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge},
organization = {ACM},
title = {Avec 2016: Depression, mood, and emotion recognition workshop and challenge},
year = {2016},
}
The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset
M. S. Aung,
S. Kaltwang,
B. Romera-paredes,
B. Martinez,
A. Singh,
M. Cella,
M. F. Valstar,
H. Meng,
A. Kemp,
A. C. Elkins,
N. Tyler,
P. J. Watson,
A. C. Williams,
M. Pantic,
N. Berthouze.
IEEE Transactions on Affective Computing.
2016.
@article{7173007,
author = {M. S. Aung and S. Kaltwang and B. Romera-paredes and B. Martinez and A. Singh and M. Cella and M. F. Valstar and H. Meng and A. Kemp and A. C. Elkins and N. Tyler and P. J. Watson and A. C. Williams and M. Pantic and N. Berthouze},
journal = {IEEE Transactions on Affective Computing},
title = {The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset},
year = {2016},
}
Multi-instance dynamic ordinal random fields for weakly-supervised pain intensity estimation
A. Ruiz,
O. Rudovic,
X. Binefa,
M. Pantic.
Asian Conference on Computer Vision.
Springer,
pp. 171 - 186,
2016.
@inproceedings{ruiz2016multi,
author = {A. Ruiz and O. Rudovic and X. Binefa and M. Pantic},
pages = {171--186},
booktitle = {Asian Conference on Computer Vision},
organization = {Springer},
title = {Multi-instance dynamic ordinal random fields for weakly-supervised pain intensity estimation},
year = {2016},
}
Analysis of EEG signals and facial expressions for continuous emotion detection
M. Soleymani,
S. Asghari-esfeden,
Y. Fu,
M. Pantic.
IEEE Transactions on Affective Computing.
7(1):
pp. 17 - 28,
2016.
@article{soleymani2016analysis,
author = {M. Soleymani and S. Asghari-esfeden and Y. Fu and M. Pantic},
pages = {17--28},
journal = {IEEE Transactions on Affective Computing},
number = {1},
publisher = {IEEE},
title = {Analysis of EEG signals and facial expressions for continuous emotion detection},
volume = {7},
year = {2016},
}
Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images
G. Tzimiropoulos,
M. Pantic.
International Journal of Computer Vision (IJCV).
pp. 1 - 17,
2016.
@article{tzimiropoulos_ijcv_2016,
author = {G. Tzimiropoulos and M. Pantic},
pages = {1--17},
journal = {International Journal of Computer Vision (IJCV)},
title = {Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images},
url = {http://dx.doi.org/10.1007/s11263-016-0950-1},
year = {2016},
}
Joint Facial Action Unit Detection and Feature Fusion: A Multi-conditional Learning Approach
S. Eleftheriadis,
O. Rudovic,
M. Pantic.
IEEE Transactions on Image Processing.
25(12):
pp. 5727 - 5742,
2016.
@article{eleftheriadis_tip2,
author = {S. Eleftheriadis and O. Rudovic and M. Pantic},
pages = {5727--5742},
journal = {IEEE Transactions on Image Processing},
number = {12},
title = {Joint Facial Action Unit Detection and Feature Fusion: A Multi-conditional Learning Approach},
volume = {25},
year = {2016},
}
@inproceedings{Rakicevic2016,
author = {N. Rakicevic and O. Rudovic and S. Petridis and M. Pantic},
address = {Cancun, Mexico},
booktitle = {ICPR (oral)},
month = {December},
title = {Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation},
year = {2016},
}
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},
}
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
Asian Conference on Computer Vision.
Taipei, Taiwan,
November
2016.
@inproceedings{eleftheriadis_accv,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
address = {Taipei, Taiwan},
booktitle = {Asian Conference on Computer Vision},
month = {November},
title = {Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units},
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},
}
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity
R. Walecki,
O. Rudovic,
M. Pantic,
V. Pavlovic,
J. F. Cohn.
Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR'W 2016).
Las Vegas, Nevada.,
June
2016.
@inproceedings{walecki2016framework,
author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic and J. F. Cohn},
address = {Las Vegas, Nevada.},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR'W 2016)},
month = {June},
title = {A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity},
year = {2016},
}
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
S. Eleftheriadis,
O. Rudovic,
M. P. Deisenroth,
M. Pantic.
International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition.
Las Vegas, NV, USA,
June
2016.
@inproceedings{eleftheriadis_gpde,
author = {S. Eleftheriadis and O. Rudovic and M. P. Deisenroth and M. Pantic},
address = {Las Vegas, NV, USA},
booktitle = {International Conference on Computer Vision and Pattern Recognition (CVPRW’16). 4th Workshop on Context Based Affect Recognition},
month = {June},
title = {Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis},
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},
}
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity
R. Walecki,
O. Rudovic,
M. Pantic,
V. Pavlovic.
Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016).
Las Vegas, Nevada.,
June
2016.
@inproceedings{walecki2016copula,
author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic},
address = {Las Vegas, Nevada.},
booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016)},
month = {June},
title = {Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity},
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},
}
Deep Complementary Bottleneck Features for Visual Speech Recognition
S. Petridis,
M. Pantic.
ICASSP.
pp. 2304 - 2308,
2016.
@inproceedings{petridisPantic_icassp2016,
author = {S. Petridis and M. Pantic},
pages = {2304--2308},
booktitle = {ICASSP},
title = {Deep Complementary Bottleneck Features for Visual Speech Recognition},
year = {2016},
}
@article{georgakistip,
author = {C. Georgakis and Y. Panagakis and M. Pantic},
pages = {2021--2034},
journal = {IEEE Transactions on Image Processing},
month = {May},
number = {5},
title = {Discriminant Incoherent Component Analysis},
volume = {25},
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},
}
Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation
S. Kaltwang,
S. Todorovic,
M. Pantic.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
38(9):
pp. 1748 - 1761,
September
2016.
@article{Kaltwang2015Doubly,
author = {S. Kaltwang and S. Todorovic and M. Pantic},
pages = {1748--1761},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
month = {September},
number = {9},
title = {Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation},
volume = {38},
year = {2016},
}
Discrimination Between Native and Non-Native Speech Using Visual Features Only
C. Georgakis,
S. Petridis,
M. Pantic.
IEEE Transactions on Cybernetics.
46(12):
pp. 2758 - 2771,
December
2016.
@article{nativeNonNativeVisual,
author = {C. Georgakis and S. Petridis and M. Pantic},
pages = {2758--2771},
journal = {IEEE Transactions on Cybernetics},
month = {December},
number = {12},
title = {Discrimination Between Native and Non-Native Speech Using Visual Features Only},
volume = {46},
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