Fingerprint Detection Using Minutiae Extraction
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 3
Abstract
In biometric application, identification of real or fake fingerprint is important for security purpose. It is mainly for the concern of fingerprint safety in authentication system. Ploy-Doh, silicon or other artifacts are used for making the fake fingerprints. The local feature descriptors are used for detecting the fingerprint but it is not satisfying the real world application. Based on the new trend convolutional neural network is used. It provides the better optimization process for both feature extraction and classifier training. Local binary pattern and minutiae extractions are used as a texture descriptor. These texture descriptors are used to identify the accuracy in the fingerprint image. Local binary pattern is used to convert the grey scale image into a binary image. It will check the accuracy of the fingerprint based on the 3x3 matrices pattern. Minutiae checks the ridge and bifurcation by following the process of binarization and thinning. Later the fusion algorithm is used to fuse both LBP and minutiae.
Authors and Affiliations
S. Sripavithra, S. Akalya, S. Rajarajeswari, J. Kannan, N. Sumathi
Keywords
Related Articles
- EP ID EP23586
- DOI http://doi.org/10.22214/ijraset.2017.3126
- Views 301
- Downloads 7
Performance Analysis of AODV & DSR Routing Protocol for Wireless Ad-hoc Network
These Recent years have witnessed an extreme growth in research and development in the field of Wireless Networks. The special focus has been on Ad-hoc Networks especially Mobile Ad hoc Network. Mobile Ad-hoc Network is...
A Review on Modular Smartphones: Phonebloks
What would be the first thing which comes in mind when accidently your mobile falls on the solid floor and brakes up? Obviously! You would go to the repair shop and get your mobile repaired. But what if the camera gets...
Images Fusion Based On Fuzzy Clustering
Image change detection is a process that analyzes images of the same scene taken at different times in order to identify changes that may have occurred between the considered acquisition dates. With the development of r...
FEA analysis of notched adherent joint between metal and composite object using ANSYS CZM technique
Traditionally in engineering, structural joining has been synonymous to riveting, bolting and other purely mechanical fastening together with welding or soldering in the case of metallic construction materials. Up until...
Sharpness-Based Segmentation of Defocus Blur
The defocus blur is occur when using optical imaging systems, it can either enhance or inhibit our visual perception of the image scene. For tasks such as image restoration and object recognition one might want to segme...