Image Retrieval Based on Content Using Color Feature
Joint Authors
Afifi, Ahmed J.
Ashour, Wesam M.
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-03-15
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
Content-based image retrieval from large resources has become an area of wide interest in many applications.
In this paper we present a CBIR system that uses Ranklet Transform and the color feature as a visual feature to represent the images.
Ranklet Transform is proposed as a preprocessing step to make the image invariant to rotation and any image enhancement operations.
To speed up the retrieval time, images are clustered according to their features using k-means clustering algorithm.
American Psychological Association (APA)
Afifi, Ahmed J.& Ashour, Wesam M.. 2012. Image Retrieval Based on Content Using Color Feature. ISRN Computer Graphics،Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-457179
Modern Language Association (MLA)
Afifi, Ahmed J.& Ashour, Wesam M.. Image Retrieval Based on Content Using Color Feature. ISRN Computer Graphics No. 2012 (2012), pp.1-11.
https://search.emarefa.net/detail/BIM-457179
American Medical Association (AMA)
Afifi, Ahmed J.& Ashour, Wesam M.. Image Retrieval Based on Content Using Color Feature. ISRN Computer Graphics. 2012. Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-457179
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-457179