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Independent Component Analysis of Edge Information for Face Recognition

Independent Component Analysis of Edge Information for Face Recognition

von Kailash Jagannath Karande und Sanjay Nilkanth Talbar
Softcover - 9788132215110
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Beschreibung

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.

Details

Verlag Springer India
Ersterscheinung 25. Juli 2013
Maße 23.5 cm x 15.5 cm
Gewicht 160 Gramm
Format Softcover
ISBN-13 9788132215110
Seiten 81

Schlagwörter

Biometrics, Computational Intelligence, Digitale Signalverarbeitung (DSP), Elektronik, Künstliche Intelligenz, Mustererkennung, Signal - Speech and Image Processing

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