ANALYSIS OF BIOMATRICS USING MINUTIAE AND TEXTURE FEATURES
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 4, Issue 7
Abstract
Fingerprint is a reliable biometric which is used for personal verification. Current fingerprint verification techniques can be broadly classified as Minutiae-based, ridge feature-based, correlation-based and gradient-based. Biometrics recognition has been one of the standout research areas in the past decades as the demand for security systems increases, and fingerprint recognition remains as a popular choice due to the ease of acquiring such data and fingerprint is universally accepted as a feature that is unique to all individuals. One of the limitations of existing fingerprint ecognition techniques is that these systems tend to fall short when the available fingerprint is of low quality. This work describes a simple hybrid method that improves the performance of fingerprint recognition technique by fusing minutiae-based and image-based techniques, extracting features from both techniques to compensate the limitations of each of them. Results show that the proposed hybrid method is capable of achieving better recognition rate. Further analyses indicate that the percentage of similarity score and the Euclidean distance computation are both improved, in general. Minutiaebased matching algorithms, which consider ridge activity only in the vicinity of minutiae points, are not likely to perform well on these images due to the insufficient number of corresponding points in the input and template images. We present a hybrid matching algorithm that uses both minutiae (point) information and texture (region) information for matching the fingerprints.
Authors and Affiliations
Anuj Kumar Saini *
Keywords
Related Articles
- EP ID EP106052
- DOI -
- Views 109
- Downloads 0
RESEARCH ON MODULATION STRATEGY OF CASCADED STATCOM BASED ON CPD-SPWM
For multi-level structure , PWM technology is one very critical aspect, it relates to the quality and efficiency of the system output voltage cascaded STATCOM. Based on the principle of multiple modulation strateg...
A NOVEL EXPERIMENTAL EVALUATION FOR THE ‘DEVELOPMENT OF A NOVEL STANDARD NOTION’, IMAGE QUALITY ASSESSMENT (IQA) MEASURES, COMPUTATIONAL TIME FOR IMAGE CONTRAST ENHANCEMENT
In this research we did quantification of contrast level for various general and biomedical images. Here we considered two novel techniques under evaluation first one is Histogram Flatness Measure (HFM) and se...
HIGH SPEED WIDE FAN-IN DATA SELECTOR USING CURRENT COMPARISON DOMINO IN SYNOPSYS HSPICE
In this paper, we tend to implement seven circuit topologies of domino to boost the speed and to lower the consumption of total power. Domino logic circuits are used for prime performance and high speed applicatio...
GREEN PLASTIC: A NEW PLASTIC FOR PACKAGING
This paper gives a brief idea about a new type of plastic called as bio-plastic or green plastic. Plastic is used as a packaging material for various products, but this plastic is made up of non renewable raw mater...
SEISMIC RESPONSE OF STEEL STRUCTURE WITH MEGA BRACING SYSTEM
In General, the structure in high seismic areas may be susceptible to the severe damage. Along with gravity load structure has to withstand the lateral load which can develop high stresses. Now a day, shear wall in...