TY  - BOOK
AU  - Karande,Kailash Jagannath
AU  - Talbar,Sanjay
ED  - SpringerLink (Online service)
TI  - Independent Component Analysis of Edge Information for Face Recognition
T2  - SpringerBriefs in Applied Sciences and Technology,
SN  - 9788132215127
AV  - TK5102.9 
U1  - 621.382 23
PY  - 2014///
CY  - India
PB  - Springer India, Imprint: Springer
KW  - engineering
KW  - Biometrics
KW  - Engineering
KW  - Signal, Image and Speech Processing
KW  - Computational Intelligence
N1  - 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
N2  - 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
UR  - http://dx.doi.org/10.1007/978-81-322-1512-7
ER  -