Biometrics & Behaviometrics

Active areas of research include face recognition in 2D and 3D, person identification using facial-expression-based behaviometric, and combination thereof.

Subtopics:

Related Publications

Subspace Learning from Image Gradient Orientations

G. Tzimiropoulos, S. Zafeiriou, M. Pantic. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(12): pp. 2454 - 2466, 2012.

Bibtex reference [hide]
@article{tzimiro2012,
    author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
    pages = {2454--2466},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    number = {12},
    title = {Subspace Learning from Image Gradient Orientations},
    volume = {34},
    year = {2012},
}
Endnote reference [hide]
%0 Journal Article
%T Subspace Learning from Image Gradient Orientations
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%J IEEE Transactions on Pattern Analysis and Machine Intelligence
%D 2012
%V 34
%N 12
%F tzimiro2012
%P 2454-2466

Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification

S. Zafeiriou, G. Tzimiropoulos, M. Petrou, T. Stathaki. IEEE Transactions on Neural Networks and Learning Systems (accepted for publication). 2011.

Bibtex reference [hide]
@article{szafeirioutnn2011,
    author = {S. Zafeiriou and G. Tzimiropoulos and M. Petrou and T. Stathaki},
    journal = {IEEE Transactions on Neural Networks and Learning Systems (accepted for publication)},
    title = {Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification},
    year = {2011},
}
Endnote reference [hide]
%0 Journal Article
%T Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification
%A Zafeiriou, S.
%A Tzimiropoulos, G.
%A Petrou, M.
%A Stathaki, T.
%J IEEE Transactions on Neural Networks and Learning Systems (accepted for publication)
%D 2011
%F szafeirioutnn2011

Principal Component Analysis of Image Gradient Orientations for Face Recognition

G. Tzimiropoulos, S. Zafeiriou, M. Pantic. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11). Santa Barbara, CA, USA, pp. 553 - 558, March 2011.

Bibtex reference [hide]
@inproceedings{tzimiropoulosEtAlFG2011,
    author = {G. Tzimiropoulos and S. Zafeiriou and M. Pantic},
    pages = {553--558},
    address = {Santa Barbara, CA, USA},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'11)},
    month = {March},
    title = {Principal Component Analysis of Image Gradient Orientations for Face Recognition},
    year = {2011},
}
Endnote reference [hide]
%0 Conference Proceedings
%T Principal Component Analysis of Image Gradient Orientations for Face Recognition
%A Tzimiropoulos, G.
%A Zafeiriou, S.
%A Pantic, M.
%B Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG?11)
%D 2011
%8 March
%C Santa Barbara, CA, USA
%F tzimiropoulosEtAlFG2011
%P 553-558