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isprs archives XLI B7 311 2016

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Figure 1 shows some histogram examples representing  transformations from RGB to invariant colour components: worth of note is the lack of correlation existing among the various colour spaces
Table 1 collects the percentages of agreement between the the same RGB images, assumed to represent the truth
Figure 3: Examples of K-Means classifications of Image 2_2008 at 27 cm with different vector components: blue represents urban areas, cyan identifies streets and bare soil, brown vegetation and yellow shadows
Table 1: Agreement percentages between the various unsupervised K-means classifications of the different pixel components, and the supervised classifications assumed as reference

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