December 2014
Intermediate to advanced
640 pages
19h 7m
English
book
Emerging Trends in Image Processing, Computer Vision and Pattern Recognition
by Leonidas Deligiannidis, Hamid R Arabnia
Content preview from Emerging Trends in Image Processing, Computer Vision and Pattern Recognition
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Chapter 29
Effective finger vein-based authentication
Kernel principal component analysis
S. Damavandinejadmonfared; V. Varadharajan Department of Computing, Advanced Cyber Security Research Centre, Macquarie University, Sydney, New South Wales, Australia
Abstract
Kernel functions have been very useful in data classification for the purpose of identification and verification so far. Applying such mappings first and using some methods on the mapped data such as principal component analysis (PCA) has been proven novel in many different areas. A lot of improvements have been proposed on PCA, such as kernel PCA, and kernel entropy component analysis, which are known as very novel and reliable methods in face recognition and data classification. ...
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