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Pregled bibliografske jedinice broj: 32731

Multispectral classification of landsat TM images by neural networks


Marčić, Ivan; Ribarić, Slobodan; Kušan, Vladimir
Multispectral classification of landsat TM images by neural networks // International archives of photogrammetry and remote sensing, 32 (1998), 7; 376-382 (podatak o recenziji nije dostupan, članak, znanstveni)


Naslov
Multispectral classification of landsat TM images by neural networks

Autori
Marčić, Ivan ; Ribarić, Slobodan ; Kušan, Vladimir

Izvornik
International archives of photogrammetry and remote sensing (0256-1840) 32 (1998), 7; 376-382

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Neural network ; back-propagation ; classification ; multispectral images ; remote sensing ; landsat TM

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Biotehnologija



POVEZANOST RADA


Projekt / tema
068002

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Šumarski fakultet, Zagreb

Autor s matičnim brojem:
Slobodan Ribarić, (112300)

Citiraj ovu publikaciju

Marčić, Ivan; Ribarić, Slobodan; Kušan, Vladimir
Multispectral classification of landsat TM images by neural networks // International archives of photogrammetry and remote sensing, 32 (1998), 7; 376-382 (podatak o recenziji nije dostupan, članak, znanstveni)
Marčić, I., Ribarić, S. & Kušan, V. (1998) Multispectral classification of landsat TM images by neural networks. International archives of photogrammetry and remote sensing, 32 (7), 376-382.
@article{article, year = {1998}, pages = {376-382}, keywords = {neural network, back-propagation, classification, multispectral images, remote sensing, landsat TM}, journal = {International archives of photogrammetry and remote sensing}, volume = {32}, number = {7}, issn = {0256-1840}, title = {Multispectral classification of landsat TM images by neural networks}, keyword = {neural network, back-propagation, classification, multispectral images, remote sensing, landsat TM} }