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UDK: 628.11.001.7:778.32
DOI: n/a

Published: Građevinar 55 (2003) 9
Paper type: Preliminary report
Download article (Croatian): PDF
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Identification of water surfaces on satellite photographs by neural network

Darko Barbalić, Vlatka Rajčić

Abstract

A possibility of using neural networks to determine the extent of water surfaces shown in satellite photographs, is described in the paper. Comparison with manual classification in the same area shows a very good correspondence of results. As there are ample possibilities for developing an overall concept and most of its elements, authors believe that current results could be improved and made more reliable and, consequently, that further investigations in this fields are highly warranted.

Keywords
water surfaces, GIS, neural network, remote sensing, classification

HOW TO CITE THIS ARTICLE:

Barbalić, D., Rajčić, V.: Identification of water surfaces on satellite photographs by neural network, GRAĐEVINAR, 55 (2003) 9

OR:

Barbalić, D., Rajčić, V. (2003). Identification of water surfaces on satellite photographs by neural network, GRAĐEVINAR, 55 (9)
Authors:
Barbalic Darko
Darko Barbalić
Hrvatske vode,
Department of Water Management
Rajcic Vlatka WEB
Vlatka Rajčić
University of Zagreb,
Faculty of Civil Engineering