USING 3D MODELS FOR IMPROVING FACE RECOGNITION
Journal Title: Journal of Information Technology and Application (JITA) - Year 2014, Vol 4, Issue 2
Abstract
Face recognition algorithm Principal Component Analysis (PCA) has a signifi cant performance drop when comparing photographs taken from different angle. In this paper a 3D model was used for improving that performance. Model enables us to transform the face image which is taken from certain angle to en face. Model has been tested against biometric database formed at the Faculty of Organizational Sciences. Image rotation based on the model was performed before matching with the en face images from the database. Study results show that algorithm precision on biometric verifi cation and identifi cation has been seriously improved.
Authors and Affiliations
Zoran Bikicki Ivan Milenković, Dušan Starčević
Keywords
Related Articles
- EP ID EP244431
- DOI 10.7251/JIT1402055B
- Views 89
- Downloads 0
MODELLING THE PROCESS OF IS AUDITING IN THE PUBLIC ADMINISTRATION USING UML DIAGRAMS
Although information system audit is a very important business process, at present this is not obligatory in the public administration institutions in Bosnia and Herzegovina and Republic of Srpska. Due to the importance...
MODEL FOR MANAGING SOFTWARE DEVELOPMENT PROJECTS BY FIXING SOME OF THE SIX PROJECT MANAGEMENT CONSTRAINTS
This study is focused on the software development process, viewed from perspective of information technology project manager. Main goal of this research is to identify challenges in managing such projects and provide a m...
COMPARATIVE IMPLEMENTATION ANALYSIS OF AES ALGORITHM
Advanced Encryption Standard (AES) is the fi rst cryptographic standard aroused as a result of public competition that was established by U.S. National Institute of Standards and Technology. Standard can theoretically be...
DATA MINING AND CLOUD COMPUTING
Cloud computing provides a powerful, scalable and fl exible infrastructure into which one can integrate, previously known, techniques and methods of Data Mining. The result of such integration should be strong and capaci...
Implementation of Fog computing in IoT-based healthcare system
I Nowhere do the technology advancements bring improvements than in the healthcare sector, constantly creating new healthcare applications and systems which completely revolutionize the healthcare domain. The appearance...