Change detection for map updating using very high resolution satellite images
Other Title(s)
اكتشاف التغيرات لتحديث الخرائط باستخدام صور الأقمار الصناعية عالية الدقة
Joint Authors
Mustafa, Yasir Jabir .
Muhammad, Nasir A.
Faraj, Faraj A.
Source
Journal of Engineering Sciences
Issue
Vol. 49, Issue 4 (31 Jul. 2021), pp.424-445, 22 p.
Publisher
Assiut University Faculty of Engineering
Publication Date
2021-07-31
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Topics
Abstract EN
The earth surface changes continuously due to the natural causes and human activities.
New generations of satellite sensors, such as WorldView and GeoEye, provide new data to better delineate, track and visualise changes in land cover.
A number of classes are used in the satellite images.
All artefacts with elevations greater than the ground surface (buildings in particular) may appear in a wrong location.
The correction of buildings position is an important task for mapping applications.
The main aim of this study is to introduce a change detection approach using very high resolution satellite images (VHR) for map updating.
In this approach, an approximated method for building relief displacement correction was developed.
In this paper, image preprocessing was carried out and information content of the satellite image was evaluated.
Then change detection between GeoEye-1 image and Sohag map was carried out using post-classification comparison technique.
After that the change map result was divided into two classes: building and non-building.
All objects were transformed from raster to vector format.
For building objects, the height was estimated.
A python code was written to calculate relief displacement using buildings height and shadow length.
The vector layer was added to update the reference map.
The results showed the ability of very high-resolution satellites images for updating large scale maps in Egypt.
Also, the approximated method for building relief displacement correction is a promising method.
It has RMSE accuracy of 0.95m.
American Psychological Association (APA)
Mustafa, Yasir Jabir .& Muhammad, Nasir A.& Faraj, Faraj A.. 2021. Change detection for map updating using very high resolution satellite images. Journal of Engineering Sciences،Vol. 49, no. 4, pp.424-445.
https://search.emarefa.net/detail/BIM-1240612
Modern Language Association (MLA)
Mustafa, Yasir Jabir .…[et al.]. Change detection for map updating using very high resolution satellite images. Journal of Engineering Sciences Vol. 49, no. 4 (Jul. 2021), pp.424-445.
https://search.emarefa.net/detail/BIM-1240612
American Medical Association (AMA)
Mustafa, Yasir Jabir .& Muhammad, Nasir A.& Faraj, Faraj A.. Change detection for map updating using very high resolution satellite images. Journal of Engineering Sciences. 2021. Vol. 49, no. 4, pp.424-445.
https://search.emarefa.net/detail/BIM-1240612
Data Type
Journal Articles
Language
English
Notes
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Record ID
BIM-1240612