Independent component analysis of edge information for face recognition / / Kailash Jagannath Karande, Sanjay Nilkanth Talbar

• Autore: Karande Kailash Jagannath
• Pubblicazione: New York, : Springer, 2013
• Edizione: 1st ed. 2014.
• Descrizione fisica: 1 online resource (xiii, 81 pages) : illustrations (chiefly color)
• Disciplina: 006.42
• Soggetto topico: Human face recognition (Computer science); Optical pattern recognition
• Altri autori: TalbarSanjay Kilkanth
• Note generali: "ISSN: 2191-530X."; "ISSN: 2191-5318 (electronic)."
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Independent component analysis of edge information for face recognition
• ISBN: 81-322-1512-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910299735703321
• Lo trovi qui: Univ. Federico II
• Serie: SpringerBriefs in applied sciences and technology. . -Computational intelligence.