Variants of Dynamic Link Architecture Based on Mathematical Morphology for Frontal Face Authentication
Abstract
Two novel variants of dynamic link architecture that are based on mathematical morphology and incorporate coefficients which weigh the contribution of each node in elastic graph matching according to its discriminatory power are developed. They are the so called Morphological Dynamic Link Architecture and the Morphological Signal Decomposition-Dynamic Lint Architecture. The proposed variants are tested for face authentication in a cooperative scenario where the candidates claim an identity to be checked. Their performance is evaluated in terms of their receiver operating characteristic and the equal error rate achieved in M2VTS database. An equal error rate in the range 3.7-6.8% is reported.
Cite
Text
Tefas et al. "Variants of Dynamic Link Architecture Based on Mathematical Morphology for Frontal Face Authentication." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1998. doi:10.1109/CVPR.1998.698698Markdown
[Tefas et al. "Variants of Dynamic Link Architecture Based on Mathematical Morphology for Frontal Face Authentication." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1998.](https://mlanthology.org/cvpr/1998/tefas1998cvpr-variants/) doi:10.1109/CVPR.1998.698698BibTeX
@inproceedings{tefas1998cvpr-variants,
title = {{Variants of Dynamic Link Architecture Based on Mathematical Morphology for Frontal Face Authentication}},
author = {Tefas, Anastasios and Kotropoulos, Constantine and Pitas, Ioannis},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year = {1998},
pages = {814-819},
doi = {10.1109/CVPR.1998.698698},
url = {https://mlanthology.org/cvpr/1998/tefas1998cvpr-variants/}
}