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Partial fingerprint recognition using support vector machine
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Abstract: In this study, a novel partial fingerprint matching approach that uses global minutiae matching and the support vector machine is presented. Global minutiae-based matching algorithm is used to record the matching pairs and their feature vectors are used

Support Vector Machine Based Fingerprint Identification
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Abstract:This work is released in biometric field and has as goal, development of a full automatic fingerprint identification system based on support vector machine. Promising Results of first experiences pushed us to develop codification and recognition algorithms

The Human Fingerprint in Machine Generated Music
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Abstract. Machine--learning offers the potential for autonomous generative art creation. Given a corpus, the system can analyse it and provide rules from which to generate new art. The benefit of such a musical system is described, as well as the difficulties in its design

A Review Paper on Design of Highly Secured Automatic Teller Machine System by using Aadhaar card and Fingerprint
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Abstract: The primary aim of this project is to design a system that will improve the authentication of customers using Automatic Teller Machine. In most country existing ATM system use magnetic card reader. The customer is identifying by inserting an ATM card

Fingerprint Recognition Based Electronic Voting Machine
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Abstract:The objective of voting is to allow voters to exercise their right to express their choices regarding specific issues, pieces of legislation, citizen initiatives, constitutional amendments, recalls and/or to choose their government and political representatives. It

Person Authentication using Relevance Vector Machine (RVM) for Face and Fingerprint
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Abstract:Multimodal biometric systems have proven more efficient in personal verification or identification than single biometric ones, so it is also a focus of this paper. Particularly, in the paper, the authors present a multimodal biometric system in which features from face

FINGERPRINT CLASSIFICATION BASED ON RECURSIVE NEURAL NETWORK WITH SUPPORT VECTOR MACHINE
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Abstract Fingerprint classification based on statistical and structural (RNN and SVM) approach. RNNs are trained on a structured representation of the fingerprint image. They are also used to extract a set of distributed features of the fingerprint which can be Manifold learning is the process of estimating the structure of a manifold from a set of samples, also referred to as observations or instances, taken from the manifold. It is a subfield of machine learning that operates in continuous domains and learns from

Studies of hashed fingerprint density in terms of its influence on machine learning methods performance
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A great number of computational techniques have been developed and applied in the field of drug discovery. Data mining methodologies (including machine learning methods) are among the most popular tools used in virtual screening (VS) campaigns, where potentially

Support Vector Machine Based Fingerprint Identification
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Abstract:This work is released in biometric field and has as goal, development of a full automatic finger print identification system based on support vector machine. Promising Results of first experiences pushed us to develop condition and recognition algorithms

Fingerprint Prediction Using Statistical and Machine Learning Methods
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Abstract. There are various fingerprint prediction models but it is difficult to determine which model is ideal based on one performance measure. This paper looked at four machine learning methods and one statistical method: k-Nearest Neighbour (k-NN), Artificial Neural

A Fingerprint Identification Algorithm for Integration into an Electronic Voting Machine using a Microcontroller.
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ABSTRACT Fingerprints, each authenticated into a 64-byte format using a prescribed manufacturer's algorithm, were stored in the flash program memory of a microcontroller. The fingerprints were later captured using a fingerprint module and each fingerprint was

Machine learning in fingerprint probability evaluation
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ABSTRACT Although fingerprints have been used in forensic identification for over a century, establishing the degree of uniqueness a given fingerprint has remained elusive

fingerprint recognition research papers 2015



Comparative Study of Various Techniques of Fingerprint Recognition Systems
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Abstract: Nowadays Biometric plays vital role in many applications. It is defined as the credentials of people based on their physiological or behavioral characteristics. Biometric recognition can be classified into various types they are fingerprint, face, iris, palm print,

Fingerprint Recognition Student Attendance Management System
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Page 1. FingerprintRecognition Student Attendance Management System By Liew Ken Nam A REPORT SUBMITTED TO REPORT STATUS DECLARATION FORM Title: Fingerprint Recognition Student Attendance Management System Academic Session:

Proposal Fingerprint Recognition Regimes Development Based on Minutiae Matching
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Abstract:Fingerprint recognition is one of the oldest and most popular biometric technology and it is used in criminal investigations, civilian, commercial applications, and so on. Fingerprint matching is the process used to determine whether the two sets of fingerprints

SIFT-Based Low-Quality Fingerprint LSH Retrieval and Recognition Method
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Abstract Most of the existing fingerprint retrieval systems are based on the overall characteristics and detailed features of fingerprints, and their performance is poor in the cases of low-quality fingerprint images, such as incomplete fingerprint images. In order to

An Efficient Approach for Fingerprint Recognition
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Abstract–For over a century, fingerprints have been one of the most highly used methods for human recognition; automated biometric systems have only been available in recent years. Most biometric systems use everyday sensors, such as a digital camera, to obtain the

Research and Application of Fingerprint Recognition Based on MATLAB
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Abstract: With the development of biometric technology, fingerprint recognition technology continues to be widely used in practice due to its uniqueness and reliability, It trends to replace other traditional methods. By using Matlab as a simulation platform and making

AN ENHANCEMENT ALGORITHM USING GABOR FILTER FOR FINGERPRINT RECOGNITION.
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ABSTRACT Fingerprint recognition is being widely applied in the personal identification for the purpose of high degree of security by matching processes between two human fingerprints. Many different techniques have been proposed to have a satisfactory

Fingerprint Recognition using Fuzzy Back Propagation Neural Network
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Abstract:Fingerprint is the most widely used form of biometric system. Every person has a unique fingerprint and it is stable over the person's lifetime. In this paper a fingerprint verification system using invariant moment features and Back Propagation Neural

Fingerprint Recognition by Minutiae Points for Airport Security
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ABSTRACT For identifying the individual person and authorizing the person Fingerprint recognition are used. Many matching algorithm are used for identifying Fingerprint of an individual. In which the minutiae points are founded and marked as the Fingerprint

An Analysis of Altered Fingerprint Detection, Recognition and Verification
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Abstract-The common positioning of Automated Fingerprint Identification Systems (AFIS) in law enforcement and border control submissions has sensitive the need for safeguarding that these systems are not compromised. Whereas numerous problems associated to

Assessment of Attacks to Fingerprint, Iris and Face Recognition Verification Systems
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Abstract: In this paper, we propose a novel system with the help of java is to enhance the security of biometric recognition frameworks, by adding liveness assessment in a fast, user- friendly, and non-intrusive manner, through the use of image quality assessment, which

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