Fusion of Sclera and Periocular Features for Biometric System
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2015, Vol 2, Issue 7
Abstract
This paper proposes the biometric verification system based on ocular features. We form the multimodal biometric system considering two recent biometric traits in ocular region- sclera region and periocular region. For feature extraction of sclera part we use simple technique which eliminates the expensive image enhancement process i.e Local Binary Pattern (LBP) and the matching scores are generated. For feature extraction of periocular region we use structured random projections and matching score are generated. From these matching scores the score level fusion is done with Extreme Learning Machine (ELM). This method has shown 94.40% of accuracy.
Authors and Affiliations
Prachi Rajmane
Keywords
Related Articles
- EP ID EP241081
- DOI -
- Views 101
- Downloads 0
Design and Implementation of Sensor Data Collection with Agent Based Approach for Communication Traffic Reduction in WSN
Wireless sensors network are becoming more popular in environmental monitoring, healthcare applications and etc. Since they are either worn or implanted into human body, these sensors must be very small in size and light...
High Capacity DWDM System Using PDCF & PSMF and Simulation of Design for Different Channel Spacing
The multichannel DWDM system is designed for different dispersion compensation techniques to achieve high capacity. The obligation for the network bandwidth is large in present scenario due to the expansion in multimedia...
Estimation of Evaporation with Different Methods for Bapatla Region
The evaporation is basic need for the crop water requirement. When the water manager or formers are going to plan of crop for a particular season kharif, rabi and summer to know the water requirement of the crop to plane...
Evaluate the Effectiveness of a Self Instructional Module Regarding Knowledge on Total Parenteral Nutrition for Staff Nurses
Background and Purpose of The Study: Total parenteral nutrition (TPN), a form of central venous nutrition therapy, used when the patient needs intensive nutritional support for an extended period. Is an exciting therapeu...
Study of Technology Forecasting Methods
The primary function of forecasting is to predict the future using data we have in hand. Technological forecasting is the process of predicting the future characteristics and timing of technology. The technology forecast...