Independent Component Analysis of Edge Information for Face Recognition

July 25, 2013|
Independent Component Analysis of Edge Information for Face Recognition by Kailash Jagannath Karande
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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.
Prof. Kailash J. Karande is currently working as Principal at SPSPM S.K.N. Sinhgad College of Engineering, Pandharpur, India. Prof. Karande has 18 years of teaching experience. He has completed his PhD in Electronics and Telecommunication (Image Processing) from SRTM University, Nanded, India in 2011. He has also received Prestigious E...
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Title:Independent Component Analysis of Edge Information for Face RecognitionFormat:PaperbackProduct dimensions:81 pages, 9.25 X 6.1 X 0 inShipping dimensions:81 pages, 9.25 X 6.1 X 0 inPublished:July 25, 2013Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:8132215117

ISBN - 13:9788132215110

Appropriate for ages: All ages

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