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	Applying Digital Image Processing Technology in Discovering Green Patches in the Desert of Saudi Arabia
	Mehdi, Ali; Bhuiyan, Md Alamin
通讯作者	Mehdi, A (corresponding author), King Faisal Univ, Coll Comp Sci & Informat Technol, Dept Comp Engn, POB 380, Al Hasa 31982, Saudi Arabia.
来源期刊	INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS
ISSN	2158-107X
EISSN	2156-5570
出版年	2020
卷号	11 期号:12 页码:363-369
英文摘要	In recent years, the Kingdom of Saudi Arabia has witnessed a noticeable growth of grass and small trees in the desert, forming green patches. Those green patches may have the potential to spread and cover a wider area in the desert in the coming years, thus, making areas of the desert potential agricultural land. This research aims to detect the change of green patches in the desert of Saudi Arabia to solve the challenge that is mainly due to the lack of an organized dataset. Using a series of satellite images of the desert landscape, a change detection algorithm is used to identify the changes in green spaces. This algorithm includes the presentation of multi-temporal datasets to evaluate the chronological special effects. This paper presents an optical flow analysis among images captured at different time sequences. The algorithm shows promising results of change detection in green patches in the desert of Saudi Arabia detected by color segmentation. The algorithm has been validated over a set of satellite images demonstrating an effective performance.
英文关键词	Image processing change detection optical flow analysis green patches color segmentation
类型	Article
语种	英语
收录类别	ESCI
WOS记录号	WOS:000606823500045
WOS关键词	TIME-SERIES ; CLASSIFICATION
WOS类目	Computer Science, Theory & Methods
WOS研究方向	Computer Science
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/352605
作者单位	[Mehdi, Ali; Bhuiyan, Md Alamin] King Faisal Univ, Coll Comp Sci & Informat Technol, Dept Comp Engn, POB 380, Al Hasa 31982, Saudi Arabia
推荐引用方式 GB/T 7714	Mehdi, Ali,Bhuiyan, Md Alamin. Applying Digital Image Processing Technology in Discovering Green Patches in the Desert of Saudi Arabia[J],2020,11(12):363-369.
APA	Mehdi, Ali,&Bhuiyan, Md Alamin.(2020).Applying Digital Image Processing Technology in Discovering Green Patches in the Desert of Saudi Arabia.INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS,11(12),363-369.
MLA	Mehdi, Ali,et al."Applying Digital Image Processing Technology in Discovering Green Patches in the Desert of Saudi Arabia".INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 11.12(2020):363-369.