|Title:||Face detection algorithm using EMD: Application to biometric recognition system||Authors:||Solé-Casals, Jordi
Travieso-González, Carlos M.
Del Pozo, Marcos
Alonso, Jesús B.
|UNESCO Clasification:||3307 Tecnología electrónica||Keywords:||Biometrics, Empirical Mode Decomposition (EMD), Face detection||Issue Date:||2011||Journal:||BIOSIGNALS 2011 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing||Conference:||International Conference on Bio-Inspired Systems and Signal Processing, BIOSIGNALS 2011||Abstract:||In this work we present a new face detection algorithm for biometric recognition systems, based on Empirical Mode Decomposition (EMD) that helps us to detect the central skin part of the face. After a binarization and dilatation process, we get an approximation of the face location that is finally established by adjusting an ellipse. Finally, a mask is created using the perimeter of this ellipse and applied to the original image, giving as a result the detected face. Experiments show the performance of the method, with a recognition rate of 97.60%.||URI:||http://hdl.handle.net/10553/44047||ISBN:||9789898425355||Source:||BIOSIGNALS 2011 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing, p. 565-569|
|Appears in Collections:||Actas de congresos|
checked on Feb 28, 2021