FACE RECOGNITION BY USING NEURAL NETWORK
Journal Title: Acta Informatica Malaysia - Year 2019, Vol 3, Issue 2
Abstract
Now a day’s security is a big issue, the whole world has been working on the face recognition techniques as face is used for the extraction of facial features. An analysis has been done of the commonly used face recognition techniques. This paper presents a system for the recognition of face for identification and verification purposes by using Principal Component Analysis (PCA) with Back Propagation Neural Networks (BPNN) and the implementation of face recognition system is done by using neural network. The use of neural network is to produce an output pattern from input pattern. This system for facial recognition is implemented in MATLAB using neural networks toolbox. Back propagation Neural Network is multi-layered network in which weights are fixed but adjustment of weights can be done on the basis of sigmoidal function. This algorithm is a learning algorithm to train input and output data set. It also calculates how the error changes when weights are increased or decreased. This paper consists of background and future perspective of face recognition techniques and how these techniques can be improved.
Authors and Affiliations
Somya Rastogi, Shivani Choudhary
Keywords
Related Articles
- EP ID EP622258
- DOI 10.26480/aim.02.2019.07.09
- Views 62
- Downloads 0
AGILE METHODOLOGIES AND THE USE OF ITS WATERSCRUMFALL DERIVATIVE FOR SOFTWARE PROJECT DEVELOPMENT
This paper discusses the Agile methodologies and the use of its water-scrum-fall derivative for software project development. This approach seems to be a good alternative to the current development methods.
MANAGING SENSITIVE DATA IN CLOUD COMPUTING FOR EFFECTIVE INFORMATION SYSTEMS’ DECISIONS
The purpose of this research is defining the main factors influencing on decision of management system on sensitive data in cloud. The framework is proposed, a structured interview with experts working on cloud computing...
TOURISM OBJECT MAPPING BASED ON GEOGRAPHIC INFORMATION SYSTEM IN BATURRADEN DISTRICT, REGENCY OF BANYUMAS
This study aimed distribution pattern attraction Attraction and knowing what is in the district of Banyumas Baturraden. Descriptive qualitative research method with a spatial approach. The research subjects Baturraden at...
WEBOMETRICS ANALYSIS OF IRANIAN UNIVERSITIES ABOUT MEDICAL SCIENCES’ WEBSITES BETWEEN SEPTEMBER 2016 AND MARCH 2017
This study aimed to analyze the websites’ ranks on Iranian Medical Sciences Universities in the period of 11 September 2016 to 1March 2017. It was performed on Webometrics method which contains 41 Websites of Iranian Med...
IMPROVING SECURITY AND PRIVACY REQUIREMENT FOR BUSINESS REGISTRATION SYSTEM (BRS)
This paper explains the security and privacy requirement in Business Registration System (BRS) hosted at a government institution. These requirements will be used in an improvement for the system security and privacy req...