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Joint segmentation versus 3x3 average

Joint segmentation image 3x3 average

Finally, we compare the classification result for joint segmentation and classification with that for joint classification of the averages over a 3x3 window. The latter clearly shows many small errors. The average probability of correct classification is 0.883 for joint segmentation and classification compared with 0.738 for joint classification of the 3x3 average

Joint segmentation
3x3 average
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Reference:
T. Macri Pellizzeri, P. Lombardo, C.J. Oliver
A new maximum likelihood classification technique for multitemporal SAR and multiband optical images
IEE Int. Symposium IGARSS, 2002, Toronto, Canada, June 2002.
 
 

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