COMPARATIVE ANALYSIS OF FACE, IRIS AND FINGERPRINT RECOGNITION SYSTEMS
Journal Title: World Journal of Engineering Research and Technology - Year 2018, Vol 4, Issue 4
Abstract
Biometrics is the science of establishing the identity of an individual based on the physical chemical or behavioural attributes of the person. Among these face, iris and fingerprint have remained the most researched and commonest means of biometric recognition. This paper conducted a comparative analysis of face, iris and fingerprint recognition systems on images captured in an uncontrolled environment. The images were first preprocessed and features were extracted using Discrete Wavelet Transform while Euclidean distance was used for classification at both training and testing stages. The performance of the developed system was evaluated using training time, accuracy and testing time. Experimental results revealed that Iris recognition system has the highest recognition accuracy of 85.5% while the least average recognition time of 1.28sec was recorded with Fingerprint recognition system.
Authors and Affiliations
Adedeji Oluyika Titilayo
Keywords
Related Articles
- EP ID EP662373
- DOI -
- Views 197
- Downloads 0
A DOCUMENT INTERCHANGE FRAMEWORK FOR TERTIARY INSTITUTIONS
In this paper we evolve a document interchange framework for tertiary institutions in Nigeria. This study follows an object-based qualitative approach. We examined the various processes and formats adopted by Nigeria’s T...
ASSESSMENT OF GEOTECHNICAL PROPERTIES OF A-6 SOIL STABILIZED WITH GLASS POWDER AS PARTIAL REPLACEMENT OF CEMENT
This research looked into the effect of glass powder as partial replacement of cement on the geotechnical properties of silty soil. The waste glass was grinded to powder and choose as a partial replacement of cement with...
WIFI ENABLED TOXIC GAS AND LANDMINE DETECTING ROBOTIC VEHICLE
Demining is the process of detecting and removing land mines from a mined area. Uncleared landmines present a major humanitarian and economic threat in several countries, so it is necessary to find and remove it. The exi...
DEMONETIZATION: IMPACT OF DIGITAL WALLETS
The government has executed a paramount change in the economic environment by demonetizing the high value currency notes - of Rs. 500 and Rs 1000 denomination. These ceased to be legal tender from the midnight of 8th of...
HEART DISEASE PREDICTION SYSTEM USING NAÏVE BAYES DATA MINING TECHNIQUE
According to WHO maximum death in worldwide are happened due to heart disease. So, advanced data mining techniques can be used to take out hidden patterns from healthcare industry, so that it becomes easy to predict hear...