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Pregled bibliografske jedinice broj: 17897

Multispectral Classification of Landsat TM Images by Neural Networks


Marčić, Ivica; Ribarić, Slobodan; Kušan, Vladimir
Multispectral Classification of Landsat TM Images by Neural Networks // Proceedings of the 32nd Symposium on Resource and Environmental Monitoring : ISPRS
Budimpešta, Mađarska, 1998. str. 376-380 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Multispectral Classification of Landsat TM Images by Neural Networks

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

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 32nd Symposium on Resource and Environmental Monitoring : ISPRS / - , 1998, 376-380

Skup
Symposium on Resource and Environmental Monitoring (32 ; 1998)

Mjesto i datum
Budimpešta, Mađarska, 01-04.09.1998

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

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 remotely 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
Računarstvo



POVEZANOST RADA


Projekt / tema
036023

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Marčić, Ivica; Ribarić, Slobodan; Kušan, Vladimir
Multispectral Classification of Landsat TM Images by Neural Networks // Proceedings of the 32nd Symposium on Resource and Environmental Monitoring : ISPRS
Budimpešta, Mađarska, 1998. str. 376-380 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Marčić, I., Ribarić, S. & Kušan, V. (1998) Multispectral Classification of Landsat TM Images by Neural Networks. U: Proceedings of the 32nd Symposium on Resource and Environmental Monitoring : ISPRS.
@article{article, year = {1998}, pages = {376-380}, keywords = {neural network, back-propagation, classification, multispectral images, remote sensing, Landsat TM}, title = {Multispectral Classification of Landsat TM Images by Neural Networks}, keyword = {neural network, back-propagation, classification, multispectral images, remote sensing, Landsat TM}, publisherplace = {Budimpe\v{s}ta, Ma\djarska} }