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
Link To Document :
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