Content Based Image Retrieval through Clustering

Abstract

Content-based image retrieval (CBIR) is a technique used for extracting similar images from an image database. CBIR system is required to access images effectively and efficiently using information contained in image databases. Here, K-Means is to be used for Image retrieval. The Kmeans method can be applied only in those cases when the mean of a cluster is defined. The K-means method is not suitable for discovering clusters with non-convex shapes or clusters of very different size. In this paper, CBIR, clustering and K-Means are defined. With the help of these, the data consisting images can be grouped and retrieved.

Authors and Affiliations

Sandhya , Preeti Gulia

Keywords

Related Articles

Security Processing for High End Embedded System with Cryptographic Algorithms

This paper is intended to introduce embedded system designers and design tool developers to the challenges involved in designing secure embedded systems. The challenges unique to embedded systems require new approaches t...

 REVIEW OF ARTIFICIAL IMMUNE SYSTEM TO ENHANCE SECURITY IN MOBILE AD-HOC SYSTEMS

 Mobile Ad-hoc Networks consist of wireless host that communicate with each other. The routes in a Mobile Ad-hoc Network may consist of many hops through other hosts between source and destination. The hosts are not...

Distributed Computing: An Emerging Paradigm for New Technologies

Terms such as ‘Distributed Computing’ have gained a lot of attention, as they are used to describe emerging paradigms for the management of information and computing resources. Distributed computing is that type of compu...

A Improved Navigational Approach for Component Based Web Requirement Engineering

Web Engineering is one of most growing field in research area. Now the Web Engineering is associated with requirement engineering called, web Requirement Engineering. Requirement engineering has emerged in order to bett...

An Intelligent Fuzzy Based Scheme To Analyze Heart Diseases

The main objective of this research work is to define some fuzzy based ruleset to identify the patient disease based on person medical related information. This information includes the person age, calestrol level, heart...

Download PDF file
  • EP ID EP92904
  • DOI -
  • Views 137
  • Downloads 0

How To Cite

Sandhya, Preeti Gulia (2012). Content Based Image Retrieval through Clustering. International Journal of Computer Science and Management Studies (IJCSMS) www.ijcsms.com, 12(0), 6-8. https://europub.co.uk/articles/-A-92904