Independent Component Analysis of Edge Information for Face Recognition

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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Bibliographic Details
Main Authors: Karande, Kailash Jagannath, Talbar, Sanjay Nilkanth (Author)
Format: eBook
Language:English
Published: New Delhi Springer India 2014, 2014
Edition:1st ed. 2014
Series:SpringerBriefs in Computational Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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.