Publication Type : Conference Paper
Publisher : 2015 International Conference on Communications and Signal Processing (ICCSP), IEEE
Source : 2015 International Conference on Communications and Signal Processing (ICCSP), IEEE, Melmaruvathur, India (2015)
Url : https://ieeexplore.ieee.org/abstract/document/7322622
Keywords : authorisation, behavioural characteristics, Biomedical imaging, Biometric Security, biometric security system, Biometrics (access control), biometrics technology, CBIR, Colour Histogram, content based image retrieval systems, content-based retrieval, EER, fuzzy heuristics, Fuzzy rules, fuzzy set theory, Gabor filters, Image color analysis, Image retrieval, Manuals, MATLAB, Moment Invariants, Physical characteristics, Reliability, Security, Visualization
Campus : Bengaluru
School : Department of Computer Science and Engineering, School of Engineering
Department : Computer Science
Year : 2015
Abstract : The paper discusses about the content based image retrieval systems for biometric security. As image databases are growing at a rapid rate, demand for efficient and effective tools for retrieval of images increased significantly. Among them, content-based image retrieval systems (CBIR) have become very popular for browsing, searching and retrieving images from a large database of digital images. Biometric security methods have been gaining importance increasingly in the recent years due to advances in biometrics technology and its reliability and efficiency in real world applications. Biometric security methods take into account human's unique physical or behavioural characteristics that help to identify them. The proposed approach is based on three main features of an image: colour, texture and shape which can be incorporated into biometric security for effective security systems. The inclusion of fuzzy heuristics presents a increased accuracy on image retrieval than the existing approaches.
Cite this Research Publication : A. G, M, A. H., Dr. Tripty Singh, and Joseph, G., “Development of biometric security system using CBIR and EER”, in 2015 International Conference on Communications and Signal Processing (ICCSP), Melmaruvathur, India, 2015.