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Independent Component Analysis of Edge Information for Face Recognition

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Paru le : 2013-07-15

The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. ...
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Description du livre

The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. In their study, authors have explored Canny and LOG edge detectors as standard edge detection methods. Oriented Laplacian of Gaussian (OLOG) method is explored to extract the edge information with different orientations of Laplacian pyramid. Multiscale wavelet model for edge detection is also proposed to extract edge information. The book provides insights for advance research work in the area of image processing and biometrics.

À propos

Auteur
Kailash Jagannath Karande , Sanjay Nilkanth Talbar
Éditeur
Springer
Collection
SpringerBriefs in Applied Sciences and Technology
Parution
2013-07-15
Pages
81 pages
EAN papier
9788132215110

Caractéristiques détaillées - droits

EAN EPUB
9788132215127
Prix
52,74 €
Nombre pages copiables
0
Nombre pages imprimables
8
Taille du fichier
2304 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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