Advanced fractal approach for unsupervised classification of SAR images
T Pant, D Singh, T Srivastava - Advances in Space Research, 2010 - Elsevier
Unsupervised classification of Synthetic Aperture Radar (SAR) images is the alternative
approach when no or minimum apriori information about the image is available. Therefore,
an attempt has been made to develop an unsupervised classification scheme for SAR
images based on textural information in present paper. For extraction of textural features two
properties are used viz. fractal dimension D and Moran's I. Using these indices an algorithm
is proposed for contextual classification of SAR images. The novelty of the algorithm is that it …
approach when no or minimum apriori information about the image is available. Therefore,
an attempt has been made to develop an unsupervised classification scheme for SAR
images based on textural information in present paper. For extraction of textural features two
properties are used viz. fractal dimension D and Moran's I. Using these indices an algorithm
is proposed for contextual classification of SAR images. The novelty of the algorithm is that it …
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