DocumentCode :
3059754
Title :
Detection of quasi-circular vegetation community patches using circular hough transform based on ZY-3 satellite image in the Yellow River Delta, China
Author :
Qingsheng Liu ; Yunjie Zhang ; Gaohuan Liu ; Chong Huang
Author_Institution :
State Key Lab. of Resources & Environ. Inf. Syst., IGSNRR, Beijing, China
fYear :
2013
fDate :
21-26 July 2013
Firstpage :
2149
Lastpage :
2151
Abstract :
Recently some types of quasi-circular patchy vegetations have been found and proved by high spatial resolution satellite remote sensing images and field investigations in the Yellow River Delta. In order to facilitate the monitoring of vegetation extension and quantify the mechanism of vegetation patch succession, there is a clear need for accurate and economical of detecting the vegetation patches. The main objective of this paper is to detect the quasi-circular vegetation patches from ZY-3 satellite image using Circular Hough Transform (CHT) method. The results show that the quasi-circular vegetation patches could be detected well using ZY-3 panchromatic image (The detection accuracy of the quasi-circular vegetation patches was 64.1%) but some constraint had been exposed.
Keywords :
Hough transforms; geophysical image processing; image resolution; object detection; vegetation; vegetation mapping; CHT method; China; Yellow River Delta; ZY-3 panchromatic image; ZY-3 satellite image; circular Hough transform; field investigation; high spatial resolution satellite remote sensing image; quasicircular vegetation community patch detection; quasicircular vegetation patche; vegetation extension monitoring; vegetation patch succession mechanism; Accuracy; Remote sensing; Rivers; Satellites; Spatial resolution; Transforms; Vegetation mapping; Yellow River Delta; ZY-3; circular hough transform; quasi-circular; vegetation community patch;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
ISSN :
2153-6996
Print_ISBN :
978-1-4799-1114-1
Type :
conf
DOI :
10.1109/IGARSS.2013.6723239
Filename :
6723239
Link To Document :
بازگشت