IRetrieval : Image Retrieval Based on Color Feature and Texture Feature
Main Article Content
Abstract
Content Based Image Retrieval is an interesting field in the area of Image Processing. It is use for retrieval of images based on its contents i.e. color, texture and shape. In content based image retrieval system an image is provided as a query or input image and similar images are search from the database as an output. These similarities are based on Color of an image, Texture of an image and shape of an image. In this paper, we are proposing a method which is based on color feature of the query image and texture feature of the query image. Color feature extraction is performed by calculating mean value of each color component whereas texture feature extraction is performed using gray level co-occurrence matrix. Visual similarities between query image and database images are calculated by using Euclidean distance measure.
Keywords: CBIR, features, Color, Texture, Euclidean distance, Gray Level Co-occurrence matrix.
Downloads
Article Details
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.