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 effec...Show MoreMetadata
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.
Date of Conference: 02-04 April 2015
Date Added to IEEE Xplore: 12 November 2015
ISBN Information:
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- IEEE Keywords
- Index Terms
- Cybersecurity ,
- Content-based Image Retrieval ,
- Biometric Security ,
- Image Features ,
- Image Database ,
- Image Retrieval ,
- Retrieval System ,
- Biometric Technologies ,
- Visual Features ,
- Number Of Images ,
- Color Images ,
- Shape Features ,
- Precision And Recall ,
- Wavelet Transform ,
- Texture Features ,
- Color Features ,
- K-means Algorithm ,
- Hand Gestures ,
- Color Model ,
- Image Categories ,
- Query Image ,
- Gabor Filters ,
- Image Moments ,
- Color Histogram ,
- Efficient Retrieval ,
- Gabor Wavelet ,
- Image Histogram ,
- Histogram Method ,
- Imaging Data
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Cybersecurity ,
- Content-based Image Retrieval ,
- Biometric Security ,
- Image Features ,
- Image Database ,
- Image Retrieval ,
- Retrieval System ,
- Biometric Technologies ,
- Visual Features ,
- Number Of Images ,
- Color Images ,
- Shape Features ,
- Precision And Recall ,
- Wavelet Transform ,
- Texture Features ,
- Color Features ,
- K-means Algorithm ,
- Hand Gestures ,
- Color Model ,
- Image Categories ,
- Query Image ,
- Gabor Filters ,
- Image Moments ,
- Color Histogram ,
- Efficient Retrieval ,
- Gabor Wavelet ,
- Image Histogram ,
- Histogram Method ,
- Imaging Data
- Author Keywords