Combining Left and Right Palm Print Images for more Accurate Personal Identification
نویسنده
چکیده
Recognition of a person by means of the biometric characteristic is very important technology as biometric identifiers can’t be shared and they intrinsically represent individual’s bodily identity. Palm print is one of the important biometric characteristics with high user acceptance and it has gained much attention because of its good performance. Biometric characteristics are used to identify a person by measuring the behavioural and physiological characteristics. In single biometric technology, there are a number of chances for fraudulent activities. Multi-biometric system provides high accuracy than any other technologies. Combining left and right palm print images to perform multi-biometrics is easy to implement and can provide better results. Here an SVM method is used as the identification time of this system is higher than others. By feature extraction, LMR PCA IDA is extracted and these features don’t depend upon iteration method and hence the computation time is reduced and SVM works on a clustering based method which reduces the computation time.
منابع مشابه
Personal Identification Using Left and Right Palmprint Images: A Survey
Biometrics is usually associate with the use of physiological and behavioural characteristic of people such as fingerprint, face, iris gait and voice, for personal identification, which provides better result compare to nonbiometric method such as password, PIN, and ID cards [1]. It is a powerful technology for applications, such as ecommerce, banking and homeland security etc. biometrics syste...
متن کاملImplementation of Palm Print Biometric Identification System Using Ordinal Measures
Personal identification is one of the most important requirements in all e-commerce and criminal detection applications. In this framework, a novel palm print representation method, namely orthogonal line ordinal features, is proposed. The palm print registration, feature extraction, palm print verification and palm print recognition modules are designed to manage the palm prints and the palm p...
متن کاملMaking Palm Print Matching Mobile
With the growing importance of personal identification and authentication in today’s highly advanced world where most business and personal tasks are being replaced by electronic means, the need for a technology that is able to uniquely identify an individual and has high fraud resistance see the rise of biometric technologies. Making biometric-based solution mobile is a promising trend. A new ...
متن کاملMake Palm Print Matching Mobile
With the growing importance of personal identification and authentication in today’s highly advanced world where most business and personal tasks are being replaced by electronic means, the need for a technology that is able to uniquely identify an individual and has high fraud resistance saw the rise of biometric technologies. Making biometric-based solution mobile is a promising trend. A new ...
متن کاملIllumination Invariant Feature Extraction for Multispectral Palmprint Verification
The aim of biometrics is to identify humans from their personal traits more efficiently using devices, algorithms and procedures for applications that require security and authentication. Multispectral image analysis has gained importance due to its potential for accurate and faster recognition performance. In this paper, Multispectral palmprint biometric system is proposed which uses the fusio...
متن کامل