Research on scale effect of histogram

To describe the spatial relationship among the earth objects compactly, in this paper, we raised the concept of histo-variogram based on the analysis of the characteristics of other spatial analyzing methods such as variogram, information entropy. And we also raised a new spatial analysis method of...

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Bibliographic Details
Published inScience China. Earth sciences Vol. 45; no. 10; pp. 949 - 960
Main Authors Zhang, Hao, Jiao, Ziti, Yang, Hua, Li, Xiaowen, Wang, Jindi, Su, Lihong, Yan, Guangjian, Zhao, Hongrui
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Nature B.V 01.10.2002
Subjects
Analysis
Computer vision
Entropy
Entropy (Information theory)
HIS
histo-variogram
histogram-decomposition
Histograms
Image processing
Pixels
Scale effect
scaling
Spatial analysis
standing-pixel
transform
Online AccessGet full text
ISSN1674-7313
1006-9313
1869-1897
1862-2801
DOI10.1360/02yd9094

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Summary:To describe the spatial relationship among the earth objects compactly, in this paper, we raised the concept of histo-variogram based on the analysis of the characteristics of other spatial analyzing methods such as variogram, information entropy. And we also raised a new spatial analysis method of histogram decomposition based on the definition of standing pixel and contour pixel. At the end of this paper, we demonstrated the characteristics of histo-variogram by two experiments, one for spatial analysis, the other for image fusion.
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ISSN:1674-7313
1006-9313
1869-1897
1862-2801
DOI:10.1360/02yd9094