CBIR Using Kekre’s Transform over Row column Mean and Variance Vectors
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 5
Abstract
We see the advancement in image acquisition technologies and storage systems which always encourages us to design a sophisticated system to retrieve the images effectively. In this paper, we describe the novel approach for image retrieval based on image contents. It involves creation of feature tabase for all database images which includes formation of feature vector by applying the two methods one is by applying Kekre’s transform over row and column vectors and secondly by applying Kekre’s transform over row - column variance vectors of image. Further we apply a similarity measure to compare the query image and the database images. Finally we retrieve similar images from database based on the pre determined threshold. The database of 525 images of seven different categories (75 from each category) is used for emonstration to compare the performance of these lgorithms using precision and recall as parameters.
Authors and Affiliations
Dr. H. B. Kekre , Kavita Sonavane
Keywords
Related Articles
- EP ID EP85426
- DOI -
- Views 162
- Downloads 0
Monitoring Of Air Polution By Using Fuzzy Logic
The Air Quality Index is a simple and generalized way to describe the air quality in China, Hong Kong, Malaysia and now in India. Indian Air Quality Index (IND-AQI) is mainly a health related index with the descriptor wo...
An Analysis on Endaira: A Provably Secure On-Demand Source Routing Protocol
Routing is one of the most basic networking functions in mobile ad hoc networks. Secure routing protocols for mobile ad hoc networks provide the necessary functionality for proper network operation. Hence, an adversary c...
Characterization of Tiny Interpolated Objects Using B-Spline Computation
In this paper a novel medical image processing system is discussed. A modified algorithm for the reduced hardware has been designed. Finally some suitable modification in the hardware is made. In Medical Image Processing...
Performance Evaluation of L3 Handover Latency in MIPv6
Recent years in the field of mobile communications have brought two significant requirements – seamless service delivery and Quality of Service provisioning. Seamless mobility goes hand in hand with Mobile IPv6 protocol...
Private and Secure Hyperlink Navigability Assessment in Web Mining Information System
Information explosion in World Wide Web has increased the interest in Web usage mining techniques in both commercial and academic areas. Study of interested web users; provide valuable information for web designers to qu...