Images segmentation based on fast otsu method implementing on various edge detection operators
Other Title(s)
تقسيم الصور بالاستناد على تطبيق طريقة أوتسو السريعة على معاملات كشف الحواف المختلفة
Joint Authors
Naji, Taghrid Abd al-Hamid
Abd al-Jabbar, Hamid Majid
Hatim, Amal Jabbar
Source
Ibn al-Haitham Journal for Pure and Applied Science
Issue
Vol. 28, Issue 3 (31 Dec. 2015), pp.18-28, 11 p.
Publisher
University of Baghdad College of Education for Pure Science / Ibn al-Haitham
Publication Date
2015-12-31
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
The present work aims to study the effect of using an automatic thresholding technique to convert the features edges of the images to binary images in order to split the object from its background, where the features edges of the sampled images obtained from first-order edge detection operators (Roberts, Prewitt and Sobel) and second-order edge detection operators (Laplacian operators).
The optimum automatic threshold are calculated using fast Otsu method.
The study is applied on a personal image (Roben) and a satellite image to study the compatibility of this procedure with two different kinds of images.
The obtained results are discussed.
American Psychological Association (APA)
Abd al-Jabbar, Hamid Majid& Hatim, Amal Jabbar& Naji, Taghrid Abd al-Hamid. 2015. Images segmentation based on fast otsu method implementing on various edge detection operators. Ibn al-Haitham Journal for Pure and Applied Science،Vol. 28, no. 3, pp.18-28.
https://search.emarefa.net/detail/BIM-679091
Modern Language Association (MLA)
Abd al-Jabbar, Hamid Majid…[et al.]. Images segmentation based on fast otsu method implementing on various edge detection operators. Ibn al-Haitham Journal for Pure and Applied Science Vol. 28, no. 3 (2015), pp.18-28.
https://search.emarefa.net/detail/BIM-679091
American Medical Association (AMA)
Abd al-Jabbar, Hamid Majid& Hatim, Amal Jabbar& Naji, Taghrid Abd al-Hamid. Images segmentation based on fast otsu method implementing on various edge detection operators. Ibn al-Haitham Journal for Pure and Applied Science. 2015. Vol. 28, no. 3, pp.18-28.
https://search.emarefa.net/detail/BIM-679091
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 23-27
Record ID
BIM-679091