A Novel Model of Image Segmentation Based on Watershed Algorithm
Joint Authors
Hu, Min
Tan, Jieqing
Yahya, Ali Abdullah
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-04
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
A novel model of image segmentation based on watershed method is proposed in this paper.
To prevent the oversegmentation of traditional watershed, our proposed algorithm has five stages.
Firstly, the morphological reconstruction is applied to smooth the flat area and preserve the edge of the image.
Secondly, multiscale morphological gradient is used to avoid the thickening and merging of the edges.
Thirdly, for contrast enhancement, the top/bottom hat transformation is used.
Fourthly, the morphological gradient of an image is modified by imposing regional minima at the location of both the internal and the external markers.
Finally, a weighted function is used to combine the top/bottom hat transformation algorithm and the markers algorithm to get the new algorithm.
The experimental results show the superiority of the new algorithm in terms of suppression over-segmentation.
American Psychological Association (APA)
Yahya, Ali Abdullah& Tan, Jieqing& Hu, Min. 2013. A Novel Model of Image Segmentation Based on Watershed Algorithm. Advances in Multimedia،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-447277
Modern Language Association (MLA)
Yahya, Ali Abdullah…[et al.]. A Novel Model of Image Segmentation Based on Watershed Algorithm. Advances in Multimedia No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-447277
American Medical Association (AMA)
Yahya, Ali Abdullah& Tan, Jieqing& Hu, Min. A Novel Model of Image Segmentation Based on Watershed Algorithm. Advances in Multimedia. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-447277
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-447277