DocumentCode
535135
Title
Using tasseled cap transformation of HJ-1B CCD2 image to extract Gaoantun landfill of Beijing, China
Author
Liu, Qingsheng ; Liu, Gaohuan ; Xie, Chuanjie ; Huang, Chong ; Zhang, Min ; Ning, Jicai
Author_Institution
State Key Lab. of Resources & Environ. Inf. Syst., CAS, Beijing, China
Volume
3
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
1023
Lastpage
1027
Abstract
Brightness and Greenness component tasseled cap transformation parameters for the four bands of HJ-1B CCD2 image were developed on the basis of the image acquired on October 14, 2009 which covered the Beijing area of China. Then the scatter plot between the Brightness and Greenness component of the subset image which covered Gaoantun landfill was used to classify the image into the non-landfill and pseudo-landfill class. According to the ratio of Band 2 and Band 3 (B2/B3), the pseudo-landfill class was classified into Gaoantun landfill and the others. Finally Gaoantun landfill was extracted through post classification. The results show that integrated B2/B3 with the tasseled cap transformation of HJ-1B CCD2 image can be used to extract the landfill covered with artificial impervious membrane.
Keywords
CCD image sensors; feature extraction; image processing; Beijing; China; Gaoantun landfill; HJ-1B CCD2 image; brightness component; greenness component; nonlandfill class; pseudolandfill class; scatter plot; subset image; tasseled cap transformation; Biomembranes; Brightness; Green products; Reflectivity; Remote sensing; Satellites; Soil; Gaoantun landfill; HJ-1B CCD2; Tasseled cap transformation; extract;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6513-2
Type
conf
DOI
10.1109/CISP.2010.5647049
Filename
5647049
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