CONTENT BASED IMAGE RETRIEVAL SYSTEM USING SHAPE TEXTURE AND COLOR FEATURES
Main Article Content
Abstract
Content based image retrieval is an important field of multimedia applications. This has been used for extraction of similar images from the large datasets. Systems that have been used for content based image retrieval system use various features that are low level. Various approaches and features have been widely used for extraction of relevant information. In this paper a new approach has been proposed that use combination of colours, shape and texture features. SURF and Fuzzy has been combined in this system for efficient retrieval of the relevant images. SURF is a fast approach that compute point based descriptions about the shape features of the images. Fuzzy interference has been used for computation of fuzzy membership values so that efficient feature vector can be developed. On the basis of parameters analysis we can predict that proposed approach provide better performance.
Downloads
Download data is not yet available.
Article Details
Section
Articles
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.