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Like Father, Like Son: Facial Expression Dynamics for Kinship Verification
AbstractKinship verification from facial appearance is a difficult problem. This paper explores the possibility of employing facial expression dynamics in this problem. By using features that describe facial dynamics and spatio-temporal appearance over smile expressions, we show that it is possible to improve the state of the art in this problem, and verify that it is indeed possible to recognize kinship by resemblance of facial expressions. The proposed method is tested on different kin relationships. On the average, 72.89% verification accuracy is achieved on spontaneous smiles.
Related Material
[pdf][bibtex]@InProceedings{Dibeklioglu_2013_ICCV,
author = {Dibeklioglu, Hamdi and Salah, Albert Ali and Gevers, Theo},
title = {Like Father, Like Son: Facial Expression Dynamics for Kinship Verification},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
month = {December},
year = {2013}
}
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