DocumentCode :
2783377
Title :
The study of land use change detection based on object-oriented analysis
Author :
Han, S.S. ; Li, Hong Tao ; Gu, H.Y.
Author_Institution :
Inst. of Photogrammetry & Remote Sensing, Chinese Acad. of Surveying & Mapping, Beijing
fYear :
2008
fDate :
June 30 2008-July 2 2008
Firstpage :
1
Lastpage :
6
Abstract :
Conventional map-to-map comparison method is used frequently to land use change detection from remote sensing data. However, only the spectral information is used in the process of classification. The accuracy is very low. This paper applies object-oriented image analysis to the change detection and can overcome the limitation stated above. It classifies through selecting samples, using multi-scale image segmentation techniques, allowing the integration of a broad spectrum of different object features, such as spectral values, shape, texture and thematic information. In the study, it detects the land use change information of the test area during ten years through the method based on object-oriented analysis. The result is satisfying and can provide the foundation for sustaining development of land resource.
Keywords :
geophysical techniques; remote sensing; spectral analysis; land resource development; land use change detection; map-to-map comparison; multi-scale image segmentation techniques; object-oriented analysis; remote sensing data; spectral classification; thematic information; Algorithm design and analysis; Humans; Image analysis; Image segmentation; Maximum likelihood detection; Monitoring; Principal component analysis; Remote sensing; Testing; Water resources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Earth Observation and Remote Sensing Applications, 2008. EORSA 2008. International Workshop on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2393-4
Electronic_ISBN :
978-1-4244-2394-1
Type :
conf
DOI :
10.1109/EORSA.2008.4620306
Filename :
4620306
Link To Document :
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