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BGLBP-based image background extraction method
Joint Authors
Davarpanah, Sayyid
Khalid, Fatimah
Abd Allah, Lili
Source
The International Arab Journal of Information Technology
Issue
Vol. 13, Issue 6A(s) (31 Dec. 2016), pp.908-914, 7 p.
Publisher
Publication Date
2016-12-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Local Binary Pattern (LBP) is invariant to the monotonic changes in the grey scale domain.
This property enables LBP to present a texture descriptor that can be useful in applications dealing with the local illumination changes.
However, the existing versions of LBP are not able to handle image illumination changes, especially in outdoor environments.
These non-patterned illumination changes disturb performance of the background extraction methods.
In this paper, an extended version of LBP which is called Back Ground Local Binary Pattern (BGLBP) is presented.
BGLBP is designed for the background extraction application but it is extendable to the other areas as a texture descriptor.
BGLBP is an extension of Direction LBP (D-LBP), Centre-Symmetric LBP (CS-LBP), Uniform Local Binary Pattern (ULBP), and RIU-LBP (Rotation- Invariant Uniform LBP) and it has been designed to inherit the positive properties of previous versions.
The performance of BGLBP as a part of background extraction method is investigated.
American Psychological Association (APA)
Davarpanah, Sayyid& Khalid, Fatimah& Abd Allah, Lili. 2016. BGLBP-based image background extraction method. The International Arab Journal of Information Technology،Vol. 13, no. 6A(s), pp.908-914.
https://search.emarefa.net/detail/BIM-792134
Modern Language Association (MLA)
Davarpanah, Sayyid…[et al.]. BGLBP-based image background extraction method. The International Arab Journal of Information Technology Vol. 13, no. 6A (Special issue) (Dec. 2016), pp.908-914.
https://search.emarefa.net/detail/BIM-792134
American Medical Association (AMA)
Davarpanah, Sayyid& Khalid, Fatimah& Abd Allah, Lili. BGLBP-based image background extraction method. The International Arab Journal of Information Technology. 2016. Vol. 13, no. 6A(s), pp.908-914.
https://search.emarefa.net/detail/BIM-792134
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 913
Record ID
BIM-792134