Independent Component Analysis of Edge Information for Face Recognition

• Main Authors: Karande, Kailash Jagannath (Author), Talbar, Sanjay (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: India : Springer India : Imprint: Springer, 2014.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: 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....

Table of Contents:

• 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.