Publications in 2016

Social and Affective Robotics Tutorial: Summary

M. Pantic, V. Evers, M. P. Deisenroth, L. Merino, B. Schuller. 2016.

Bibtex reference [hide]
@inproceedings{pantic2016social,
    journal = {ACM Proceedings Multimedia},
    title = {Social and Affective Robotics Tutorial: Summary},
    year = {2016},
}
Endnote reference [hide]

Gaussian Processes for Modeling of Facial Expressions

S. Eleftheriadis. PhD Thesis, November 2016.

Bibtex reference [hide]
@phdthesis{ele_thesis,
    author = {S. Eleftheriadis},
    month = {November},
    title = {Gaussian Processes for Modeling of Facial Expressions},
    year = {2016},
}
Endnote reference [hide]

TensorLy: Tensor Learning in Python

J. Kossaifi, Y. Panagakis, M. Pantic. NIPS Tensor-Learn Workshop. 2016.

Bibtex reference [hide]
@conference{tensorly,
    author = {J. Kossaifi and Y. Panagakis and M. Pantic},
    booktitle = {NIPS Tensor-Learn Workshop},
    title = {TensorLy: Tensor Learning in Python},
    year = {2016},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images

G. Tzimiropoulos, M. Pantic. International Journal of Computer Vision (IJCV). pp. 1 - 17, 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation

N. Rakicevic, O. Rudovic, S. Petridis, M. Pantic. ICPR (oral). Cancun, Mexico, December 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Fusion and Community Detection in Multi-layer Graphs

V. Gligorijevic, Y. Panagakis, S. Zafeiriou. ICPR (oral). December 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Fine-grained material classification using micro-geometry and reflectance

C. Kampouris, S. Zafeiriou, A. Ghosh, S. Malassiotis. ECCV 2016. October 2016.

Bibtex reference [hide]
@inproceedings{kampouris2016,
    booktitle = {ECCV 2016},
    month = {October},
    title = { Fine-grained material classification using micro-geometry and reflectance},
    year = {2016},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

A Unified Framework for Compositional Fitting of Active Appearance Models

J. Alabort-i-medina, S. Zafeiriou. International Journal of Computer Vision. 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

The Menpo Project

J. Alabort-i-medina, E. Antonakos, J. Booth, P. Snape, S. Zafeiriou. ACM SIGMM Records. vol. 8(2), 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Adaptive Cascaded Regression

E. Antonakos, P. Snape, G. Trigeorgis, S. Zafeiriou. Proceedings of IEEE International Conference on Image Processing (ICIP). Phoenix, AZ, USA, pp. 1649 - 1653, Oral. September 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

A Robust Similarity Measure for Volumetric Image Registration with Outliers

P. Snape, S. Pszczolkowski, S. Zafeiriou, G. Tzimiropoulos, C. Ledig, D. Rueckert. Image and Vision Computing. 52: pp. 97 - 113, August 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Deep Canonical Time Warping

G. Trigeorgis, M. A. Nicolaou, S. Zafeiriou, B. Schuller. Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16). June 2016.

Bibtex reference [hide]
@inproceedings{trigeorgis2016DCTW,
    booktitle = {Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16)},
    month = {June},
    title = {Deep Canonical Time Warping},
    year = {2016},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment

G. Trigeorgis, P. Snape, M. A. Nicolaou, E. Antonakos, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas, NV, USA, pp. 4177 - 4187, June 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Estimating Correspondences of Deformable Objects "In-the-wild"

Y. Zhou, E. Antonakos, J. Alabort-i-medina, A. Roussos, S. Zafeiriou. Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR'16). Las Vegas, NV, USA, June 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Deep Complementary Bottleneck Features for Visual Speech Recognition

S. Petridis, M. Pantic. ICASSP. pp. 2304 - 2308, 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Discriminant Incoherent Component Analysis

C. Georgakis, Y. Panagakis, M. Pantic. IEEE Transactions on Image Processing. 25(5): pp. 2021 - 2034, May 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

300 Faces In-The-Wild Challenge: Database and Results

C. Sagonas, E. Antonakos, G. Tzimiropoulos, S. Zafeiriou, M. Pantic. Image and Vision Computing (IMAVIS), Special Issue on Facial Landmark Localisation "In-The-Wild". 47: pp. 3 - 18, 2016.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

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.

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Probabilistic Slow Features for Behavior Analysis

L. Zafeiriou, M. A. Nicolaou, S. Zafeiriou, S. Nikitidis, M. Pantic. IEEE Transactions on Neural Networks and Learning Systems. 2016.

Bibtex reference [hide]
@article{psfaba,
    journal = {IEEE Transactions on Neural Networks and Learning Systems},
    title = {Probabilistic Slow Features for Behavior Analysis},
    year = {2016},
}
Endnote reference [hide]
%0 Journal Article
%T Probabilistic Slow Features for Behavior Analysis
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2016
%F psfaba