Dr. Patrick Snape

Position:

Past Member

Email:

Personal website:

http://www.menpo.org/

Research Themes:

Face analysis:
Facial point tracking

Projects:

tesla-adaptive-trust-based-e-assesment-system-lear

Publications

Journal articles

Disentangling the Modes of Variation in Unlabelled Data

M. Wang, Y. Panagakis, P. Snape, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018.

[bibtex] [endnote]

@article{mwang2018disentangling,
    author = {M. Wang and Y. Panagakis and P. Snape and S. Zafeiriou},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    title = {Disentangling the Modes of Variation in Unlabelled Data},
    year = {2018},
}

A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"

G. Chrysos, E. Antonakos, P. Snape, A. Asthana, S. Zafeiriou. International Journal of Computer Vision. pp. 1 - 35, February 2017.

[pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

Conference articles

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.

[pdf] [bibtex] [endnote]

@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},
}

Learning the Multilinear Structure of Visual Data

M. Wang, Y. Panagakis, P. Snape, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017.

[pdf] [bibtex] [endnote]

@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},
}

DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild

R. Guler, G. Trigeorgis, E. Antonakos, P. Snape, S. Zafeiriou, I. Kokkinos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017.

[web] [code] [pdf] [bibtex] [endnote]

@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},
}

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.

[Supplemental Material] [pdf] [bibtex] [endnote]

@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},
}

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.

[Supplemental Material] [pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

Face Flow

P. Snape, A. Roussos, Y. Panagakis, S. Zafeiriou. International Conference on Computer Vision (ICCV). pp. 2993 - 3001, December 2015.

[pdf] [bibtex] [endnote]

@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.

[pdf] [bibtex] [endnote]

@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},
}

Menpo: A Comprehensive Platform for Parametric Image Alignment and Visual Deformable Models

J. Alabort-i-medina, E. Antonakos, J. Booth, P. Snape, S. Zafeiriou. Proceedings of the ACM International Conference on Multimedia. ACM, Orlando, Florida, USA, pp. 679 - 682, November 2014.

[website] [pdf] [bibtex] [endnote]

@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},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

Other publications

The Menpo Project

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

[url] [bibtex] [endnote]

@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},
}