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 97
- Downloads 0
Evaluation of Green Marketing Strategies in FMCG Segment
Going green, green economy or the green movement has gained massive popularity globally over the past several years and its influence has spread across just about FMCG industry. Being “green” helps preserve and sustain s...
Improving Evolutionary Algorithm Design for Complex Real Time Problems
Several types of evolutionary algorithms (EAs) have been applied to solve the project scheduling problem (PSP). The performance of these EAs highly depends on design choices for the EA. Based on the dedications of partic...
Encoding and Decoding information with the help of Hill Cipher
The role of cryptographic part in today‟s world is very significant. It not only secures information mathematically by mailing massage with a key but also provides confidentiality which is the most important factor in to...
Utilization of Various Properties of Marble Waste in Different Building Works
Marble waste is obtained from mines in different sizes and marble slurry in powdered state when dry and in wet slurry form when mixed with water .The marble waste can be used in different building works big size (called...
LONELINESS IS A DISEASE
Feeling of loneliness and being alone were found to be independent predictors of motor decline in old age.[33.[34] It also leads to memory impairment and learning difficulties, and makes the person prone to Alzheimer's d...