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Comparative study for different color spaces of image segmentation based on Prewitt edge detection technique
Author
Source
Journal of College of Education for Pure Sciences
Issue
Vol. 10, Issue 1 (31 Mar. 2020), pp.185-192, 8 p.
Publisher
University of Thi-Qar College of Education for Pure Sciences
Publication Date
2020-03-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Abstract EN
Image segmentation is one of the main step for images processing and analysis.
It is the process of recognizing objects in images and may consist of two related processes, recognition and delineation.
Edge detection removes and reduces the quantity of unnecessary data and information and give its significant information.
In digital images, there are several representations of colors which have its own characteristics.
In this paper, the Prewitt edge detection was applied as segmentation technique of color images in four different color spaces.
These color spaces are RGB, HSV, YCbCr and YIQ respectively.
Structural similarity index matrix (SSIM), entropy and elapsed time are used as measures to compare between the segmented images of the four color spaces.
Experimental results showed that several differences among segmented images for spaces by Prewitt technique.
The RGB images have batter resulst for SSIM, entropy and elapsed time values when comparing with YCbCr, HSV, and YIQ spaces.
Analysis of the obtained results of the RGB, HSV, YCbCr and YIQ color spaces are given in this paper.
American Psychological Association (APA)
Ismail, Ahmad N.. 2020. Comparative study for different color spaces of image segmentation based on Prewitt edge detection technique. Journal of College of Education for Pure Sciences،Vol. 10, no. 1, pp.185-192.
https://search.emarefa.net/detail/BIM-1384248
Modern Language Association (MLA)
Ismail, Ahmad N.. Comparative study for different color spaces of image segmentation based on Prewitt edge detection technique. Journal of College of Education for Pure Sciences Vol. 10, no. 1 (Mar. 2020), pp.185-192.
https://search.emarefa.net/detail/BIM-1384248
American Medical Association (AMA)
Ismail, Ahmad N.. Comparative study for different color spaces of image segmentation based on Prewitt edge detection technique. Journal of College of Education for Pure Sciences. 2020. Vol. 10, no. 1, pp.185-192.
https://search.emarefa.net/detail/BIM-1384248
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 191-192
Record ID
BIM-1384248