A Secure Personal Identification System: Techniques of Fingerprint Image Enhancement, Feature Extraction and Template Protection - Couverture souple

Islam, Md. Rajibul

 
9783838370286: A Secure Personal Identification System: Techniques of Fingerprint Image Enhancement, Feature Extraction and Template Protection
Couverture souple
ISBN 10 : 3838370287 ISBN 13 : 9783838370286
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

Biometrics, which is sometimes called biometric recognition, refers to the recognition of individuals based on their physiological (e.g., fingerprints, face, retina, iris) and/or behavioral (e.g., gait, signature) characteristics. In this book, an explanation is given of the usage of fingerprints from an integrity point of view, how to improve the captured images by enhancement and feature extraction when it is a poor and low resolution fingerprint image, and how to protect templates in order to enhance the security and privacy issue of the entire authentication system. Some problems with current systems have been identified. In order to solve these difficulties, this study has been divided into three parts. In the first part, an improved preprocessing approach is presented using gamma manipulation and gamma correction techniques to adjust lightness and intensities of the poor image due to enhancing the quality. The second part is to improve the feature extraction technique using Projection Incorporated Subspace based on PCA. The third part is a protection analysis of foremost privacy enhanced technologies including watermark embedding technique with fixed digit encryption.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Biometrics, which is sometimes called biometric recognition, refers to the recognition of individuals based on their physiological (e.g., fingerprints, face, retina, iris) and/or behavioral (e.g., gait, signature) characteristics. In this book, an explanation is given of the usage of fingerprints from an integrity point of view, how to improve the captured images by enhancement and feature extraction when it is a poor and low resolution fingerprint image, and how to protect templates in order to enhance the security and privacy issue of the entire authentication system. Some problems with current systems have been identified. In order to solve these difficulties, this study has been divided into three parts. In the first part, an improved preprocessing approach is presented using gamma manipulation and gamma correction techniques to adjust lightness and intensities of the poor image due to enhancing the quality. The second part is to improve the feature extraction technique using Projection Incorporated Subspace based on PCA. The third part is a protection analysis of foremost privacy enhanced technologies including watermark embedding technique with fixed digit encryption.

Biographie de l'auteur

Received: M.Sc in IT (by Research), Multimedia University, Malaysia, 2010 and Bachelor of Computer Applications (BCA), IGNOU, New Delhi, India, 2004. Current Occupation: Research Assistant (RA), Ibnu Sina Institute, UTM, Malaysia. Research interests: Distributed Parallel Computing, Grid Computing, Numerical Simulation and Image Processing.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3838370287
ISBN 13 
9783838370286
Reliure
Broché
Nombre de pages
196
Coordonnées du fabricant
non disponible
Personne responsable
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