Contemporary Intelligent Amalgamation of Knowledge Management and Retrieval Technique for IR

Abstract

This paper presents an epigrammatic overview of role of knowledge in image retrieval and recent advances in image retrieval techniques. We also proposed a new image retrieval technique for content based image retrieval system which incorporates image mining, amalgam knowledge management technique and advance concept based image retrieval technique. Proposed system excavated knowledge by mining large image database and then extracted knowledge managed and represented by using hybrid knowledge management methodology. We introduce advanced image retrieval technique to retrieve fast and precise image as per user obligation. We work on small image database. Performance of the proposed technique in content based image retrieval system is evaluated on the basis of precision, recall and accuracy.