Title :
Classification in face recognition by multiclass probabilistic discriminate analysis
Author :
Drira, Wissal ; Ghorbel, Faouzi
Author_Institution :
CRISTAL Lab., Univ. of Manouba, Manouba, Tunisia
Abstract :
A probabilistic approach for discriminate analysis based on the L2-probabilistic measure of dependence is proposed to classify face images. We compare the proposed algorithms coming from such approach to linear discriminate analysis. The comparison is realized in the mean of the probability of misclassification for an example database of face images.
Keywords :
face recognition; image classification; probability; face image classification; face recognition; linear discriminate analysis; multiclass probabilistic discriminate analysis; Error analysis; Face; Kernel; Probabilistic logic; Support vector machine classification; Training; Vectors;
Conference_Titel :
Electrotechnical Conference (MELECON), 2012 16th IEEE Mediterranean
Conference_Location :
Yasmine Hammamet
Print_ISBN :
978-1-4673-0782-6
DOI :
10.1109/MELCON.2012.6196514
