Comparison of various gradient types for biological image with morphological operations
Other Title(s)
المقارنة بين مختلف أنواع التدرج للصورة البيولوجية مع عمليات التشكيل
Joint Authors
Abbas, Layla Husayn
Abbas, Amal Husayn
Source
Issue
Vol. 57, Issue 2A (30 Jun. 2016), pp.1021-1030, 10 p.
Publisher
University of Baghdad College of Science
Publication Date
2016-06-30
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
Biological image edge detection preserving the important structural properties in an image.
Detecting accurate edges are very important for analyzing the basic properties associated with a biological image.
Gradient operator plays very important role in edge detection.
In this paper the images had been using are color biological images taken from microbiology laboratory at the biological department college of science Al-MustansiriyhUniversity and the effect of gradient operation have applied on around 10 different biological color images but view only two.
In our proposed approach comparative of various gradient of biological image include (gradient of image, gradient of image using first order derivative edge detection (Soble,Prewitt,Roberts)and gradient image using morphological operation and The comparative output images using quality assessment include (MSR, PNSR, l2rat, maxerr, entropy).
The software tool that has been used is MATLAB 7.0 from the results we found that morphological and Robert gradient edge detection algorithm better performs than the others and are important with extraction features of biologic images.
American Psychological Association (APA)
Abbas, Layla Husayn& Abbas, Amal Husayn. 2016. Comparison of various gradient types for biological image with morphological operations. Iraqi Journal of Science،Vol. 57, no. 2A, pp.1021-1030.
https://search.emarefa.net/detail/BIM-692682
Modern Language Association (MLA)
Abbas, Layla Husayn& Abbas, Amal Husayn. Comparison of various gradient types for biological image with morphological operations. Iraqi Journal of Science Vol. 57, no. 2A (2016), pp.1021-1030.
https://search.emarefa.net/detail/BIM-692682
American Medical Association (AMA)
Abbas, Layla Husayn& Abbas, Amal Husayn. Comparison of various gradient types for biological image with morphological operations. Iraqi Journal of Science. 2016. Vol. 57, no. 2A, pp.1021-1030.
https://search.emarefa.net/detail/BIM-692682
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1030
Record ID
BIM-692682