Multispectral classification of landsat TM images by neural networks (CROSBI ID 84753)
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Podaci o odgovornosti
Marčić, Ivan ; Ribarić, Slobodan ; Kušan, Vladimir
engleski
Multispectral classification of landsat TM images by neural networks
This work presents the results of experiments with the use of artificial neural networks for land cover classification. The goal of this research was to examine the operation of back-propagation neural network and its application in the classification of remotly sensed data. A back-propagation network with one hidden layer is used to classify a Landsat TM image. The results are compared to Gaussian maximum likelihood classifier. We show that neural network is better in performing than the maximum likelihood classifier.
neural network ; back-propagation ; classification ; multispectral images ; remote sensing ; landsat TM
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Podaci o izdanju
32 (7)
1998.
376-382
objavljeno
0256-1840