A Robust Palm Vein Authentication for Improving Safety and Security
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2015, Vol 3, Issue 3
Abstract
Biometrics is a technique that analyses and measure human body characteristics such as voice patterns, DNA, eye retinas, facial patterns, irises for authentication. A palm vein authentication system uses blood vessel patterns as key for personal identification. This paper intends to design architecture by palm vein analysis technique. Biometric analysis can be done with suitable looping algorithms like masking and mapping, a novel technique of extracting vein features out of palm which posses unique identity for different users. An IR-Illuminator is used to illuminate palm veins and is captured using image sensor. The raw image data so obtained should be pre-processed which includes segmentation of veins with respect to muscles, removal of noise, alignment of palm and orientation of veins. The pre-processing is simulated on MATLAB. A 2-level secure architecture for encoding and decoding process in Xilinx has been developed and can be dumped to FPGA also. The architecture takes bit data as input from MATLAB and performs verification of palm vein Region Of Interest (ROI) at individual levels and sends back the decoded bit to MATLAB for display on monitor for user. This project is robust in the sense image data acts as first level security and user input password converted to CRC-16 CCITT constructs a polynomial there by encoding image data this way a 2-level security and good authentication to the user is provided. In decoding process, the encoded polynomial is divided by image data set and if the reminder is zero the authentication to user is provided else a error message is displayed.
Authors and Affiliations
Keerthi. C, Mrs Savitha A. P
Keywords
Related Articles
- EP ID EP748797
- DOI -
- Views 69
- Downloads 0
Collaborative Load Balancing and Effective Channel Allocation for Cluster-Based MANETs
Mobile ad hoc network is a wireless network group of mobile devices having no infrastructure. Load balancing is an important problem in such networks due to dynamic topology of the nodes. Many protocols are developed to...
GPU Implementation of Sales Forecasting with Linear Regression
Forecasting of sales is very important in any business as it helps managers to learn from historical data and make informed decisions. This generally involves intensive processes using spreadsheets which require inputs f...
Enhancing Liver Segmentation: A Deep Learning Approach with EAS Feature Extraction and Multi-Scale Fusion
Deep learning technology have been broadly used in segmentation tasks of liver. To address the limitation of suboptimal segmentation for small targets, an end-to-end EAS(ECA-Attention and Separable convolution) U-Net is...
Smart Helmet Implementation using GSM Module
India is the second most populous country in the world, and it has a lot of young people. These days, young people like riding bikes, but because it's cool, they don't wear helmets. Because of these things, there are mor...
Enhancement of the Web Search Engine Results using Page Ranking Algorithm
As web is the largest collection of information and plenty of pages or documents are newly added and deleted on frequent basis due to the dynamic nature of the web. The information present on the web is of great need, th...