A novel image retrieval technique using automatic and interactive segmentation
Joint Authors
Source
The International Arab Journal of Information Technology
Issue
Vol. 17, Issue 3 (31 May. 2020), pp.404-410, 7 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2020-05-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
In this paper, we present a new region-based image retrieval technique based on robust image segmentation.
Traditional content-based image retrieval deals with the global description of a query image.
We combine the state-of-the-art segmentation algorithms with the traditional approach to narrow the area of interest to a specific region within a query image.
In case of automatic segmentation, the algorithm divides a query image automatically and computes Zernike moments for each region.
For interactive segmentation, our proposed scheme takes as input a query image and some information regarding the region of interest.
The proposed scheme then works by computing the Geodesic-based segmentation of the query image.
The segmented image is our region of interest which is then used for computing the Zernike moments.
The Euclidean distance is then used to retrieve different relevant images.
The experimental results clearly show that the proposed scheme works efficiently and produces excellent results.
American Psychological Association (APA)
Amin, Asjad& Muhammad Qurayshi. 2020. A novel image retrieval technique using automatic and interactive segmentation. The International Arab Journal of Information Technology،Vol. 17, no. 3, pp.404-410.
https://search.emarefa.net/detail/BIM-962355
Modern Language Association (MLA)
Amin, Asjad& Muhammad Qurayshi. A novel image retrieval technique using automatic and interactive segmentation. The International Arab Journal of Information Technology Vol. 17, no. 3 (May. 2020), pp.404-410.
https://search.emarefa.net/detail/BIM-962355
American Medical Association (AMA)
Amin, Asjad& Muhammad Qurayshi. A novel image retrieval technique using automatic and interactive segmentation. The International Arab Journal of Information Technology. 2020. Vol. 17, no. 3, pp.404-410.
https://search.emarefa.net/detail/BIM-962355
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 409-410
Record ID
BIM-962355