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General Information
Editor-in-chief
Prof. Adrian Olaru
University Politehnica of Bucharest, Romania
I'm happy to take on the position of editor in chief of IJMO. It's a journal that shows promise of becoming a recognized journal in the area of modelling and optimization. I'll work together with the editors to help it progress.
IJMO 2015 Vol.5(4): 304-307 ISSN: 2010-3697
DOI: 10.7763/IJMO.2015.V5.479

Road Detection from High Satellite Images Using Neural Networks

Idris Kahraman, Muhammed Kamil Turan, and Ismail Rakip Karas
Abstract—In this paper, we propose a road detection model approach based on neural networks from satellite images. The model is based on Multilayer Perceptron (MLP) which is one of the most preferred artificial neural network architecture in classification and prediction problems. According the neural network, the RGB values are used for deciding the pixel belongs to road or not. The found road pixels are marked in the output image.

Index Terms—Road detection, road extraction, neural networks.

Idris Kahraman is with the Karabuk University, Turkey (e-mail: idriskahraman@karabuk.edu.tr).

[PDF]

Cite: Idris Kahraman, Muhammed Kamil Turan, and Ismail Rakip Karas, "Road Detection from High Satellite Images Using Neural Networks," International Journal of Modeling and Optimization vol. 5, no. 4, pp. 304-307, 2015.

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