Independent Component Analysis of Edge Information for Face Recognition

• Κύριοι συγγραφείς: Karande, Kailash Jagannath (Συγγραφέας), Talbar, Sanjay (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: India : Springer India : Imprint: Springer, 2014.
• Σειρά: SpringerBriefs in Applied Sciences and Technology,
• Θέματα: Engineering.; Biometrics (Biology).; Computational intelligence.; Signal, Image and Speech Processing.; Biometrics.; Computational Intelligence.

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....

Πίνακας περιεχομένων:

• Canny Edge Detection for Face Recognition using ICA
• Laplacian of Gaussian (LOG) Edge Detection for Face Recognition using ICA
• Oriented Laplacian of Gaussian (OLOG) Edge Detection for Face Recognition using ICA
• Multiscale Wavelet based Edge Detection for Face Recognition using ICA.