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