A Robust Fingerprint Recognition Technique Applying Minutiae Extractors and Neural Network
نویسندگان
چکیده
منابع مشابه
Fuzzy Extractors for Minutiae-Based Fingerprint Authentication
We propose an authentication scheme using fingerprint biometrics, protected by a construct called a Fuzzy Extractor. We look at a new way of quantizing and digitally representing the minutiae measurements so that a construct called PinSketch can be applied to the minutiae. This is converted to a Fuzzy Extractor by tying some random information to the minutiae measurements. We run a matching alg...
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Human fingerprints are rich in details called minutiae, which can be used as identification marks for fingerprint verification. The goal of this thesis is to develop a complete system for fingerprint verification through extracting and matching minutiae. A neural network is trained using the back-propagation algorithm and will work as a classifier to locate various minutiae. To achieve good min...
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Fingerprints are a great source for identification of individuals. Fingerprint recognition is one of the oldest forms of biometric identification. However recognition of fingerprint is not always easy. The objective of this paper is to provide a way for fingerprint recognition using minutiae extraction. The factors relating to obtaining high performance feature point detection algorithm, such a...
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Although fingerprint matching based on minutia features is a well researched problem in the field of automatic fingerprint recognition, it is still an unsolved problem presenting many research challenges. Many algorithms have been proposed to match a pair of minutia templates of fingerprints. Most of these algorithms assume that the two templates are approximately of the same size. This assumpt...
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In our electronically inter-connected society, reliable and user-friendly recognition and verification system is essential in many sectors of our life. The person’s physiological or behavioral characteristics, known as biometrics, are important and vital methods that can be used for identification and verification. Fingerprint recognition is one of the most popular biometric techniques used in ...
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ژورنال
عنوان ژورنال: International Journal of Engineering Research and Advanced Technology
سال: 2019
ISSN: 2454-6135
DOI: 10.31695/ijerat.2019.3402