DocumentCode
3447872
Title
The fusion and evaluation of WorldView-2 images — A case study of general survey project of geographic national conditions in Sichuan, China
Author
Guoming Li ; Guowei Ying ; Xuehu Wen ; Jicai Chen ; Xiaoping Wu
Author_Institution
Sixth Landforms Surveying Team of SBSM, Sichuan Third Surveying & Mapping Eng. Inst., Chengdu, China
fYear
2013
fDate
20-22 June 2013
Firstpage
1
Lastpage
5
Abstract
WorldView-2 image data is an important data source for general survey project of geographic national conditions in China. In this research, eight methods, namely Brovey, Ehlers, HPF, HIS, PCA, Wavelet, Pan-Sharpen and Gram-Schimdt were adopted to fuse panchromatic and multi-spectral images of WorldView-2. Qualitative analysis from the aspects of clarity, texture and tone, and quantitative evaluation from the aspects of standard deviation, information entropy, average gradient, deviation index, correlation coefficients, and spectral distortion degree had been done. The results show that the image distortion degree based on the transformation method of Pan-Sharpen is smaller, and meanwhile, the fused image can largely keep the spatial texture details of high-resolution panchromatic band, so it is a suitable method for fusion of WorldView-2 images.
Keywords
geophysical image processing; gradient methods; image fusion; image texture; principal component analysis; Brovey; Ehlers; Gram-Schimdt; HIS; HPF; PCA; Pan-Sharpen; Pan-Sharpen transformation method; Sichuan China; Wavelet; WorldView-2 image evaluation; WorldView-2 image fusion; average gradient; correlation coefficients; data source; deviation index; fuse panchromatic; geographic national conditions; image distortion degree; information entropy; multispectral images; spectral distortion degree; standard deviation; Correlation coefficient; Gray-scale; Information entropy; Principal component analysis; Remote sensing; Spatial resolution; Standards; WorldView-2; data fusion; general survey of geographic national conditions; qualitative analysis; quantitative evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoinformatics (GEOINFORMATICS), 2013 21st International Conference on
Conference_Location
Kaifeng
ISSN
2161-024X
Type
conf
DOI
10.1109/Geoinformatics.2013.6626204
Filename
6626204
Link To Document