Publications of Yannis Panagakis
Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks
L. Tran,
J. Kossaifi,
Y. Panagakis,
M. Pantic.
International Journal of Computer Vision (IJCV).
2019.
@article{GAGAN-IJCV,
author = {L. Tran and J. Kossaifi and Y. Panagakis and M. Pantic},
journal = {International Journal of Computer Vision (IJCV)},
title = {Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks},
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},
}
@article{tensorly,
author = {J. Kossaifi and Y. Panagakis and A. Anandkumar and M. Pantic},
pages = {1--6},
journal = {Journal of Machine Learning Research (JMLR)},
number = {26},
title = {TensorLy: Tensor Learning in Python},
url = {http://jmlr.org/papers/v20/18-277.html},
volume = {20},
year = {2019},
}
@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},
}
@inproceedings{kossaifi2018gagan,
author = {J. Kossaifi and L. Tran and Y. Panagakis and M. Pantic},
pages = {878--887},
booktitle = {IEEE CVPR},
month = {June},
title = {GAGAN: Geometry-Aware Generative Adversarial Networks},
year = {2018},
}
@article{pu2018blind,
author = {J. Pu and Y. Panagakis and S. Petridis and J. Shen and M. Pantic},
journal = {IEEE transactions on cybernetics},
publisher = {IEEE},
title = {Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity},
year = {2018},
}
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},
}
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},
}
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},
}
@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},
}
@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},
}
@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},
}
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},
}
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},
}
@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},
}
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},
}
@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},
}
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},
}
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
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
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},
}
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