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Authors: Seyed Mostafa Mousavi Kahaki 1 ; Mahmood Fathy 2 and Mohsen Ganj 3

Affiliations: 1 Islamic Azad University, Dezful Branch, Iran, Islamic Republic of ; 2 Iran University of Science and Technology, Iran, Islamic Republic of ; 3 Islamic Azad University, Shoshtar Branch, Iran, Islamic Republic of

Keyword(s): High resolution imagery - Traffic analysis – Car detection – Road extraction - Remote sensing – Road following

Abstract: As vehicle population increases, ITS (Intelligent Transportation Systems) becomes more significant and mandatory in today’s overpopulated world. Vital problems in transportation such as mobility and safety of transportation are considered more, especially in metropolitans and road ways. Road traffic monitoring aims at the acquisition and analysis of traffic figures, such as presence and numbers of vehicles, and automatic driver warning systems are developed mainly for localization and safety purposes. in this paper we propose a strategy for road following from aerial images. Real time extraction and localization of a road from an aerial image is an emerging research area that can be applied to vision-based traffic controlling and navigation of unmanned air vehicles. In order to deal with the high complexity of this type of images, we integrate detailed knowledge about roads using explicitly formulated scale-dependent models. The intensity images are used for the extraction of road fr om aerial images. Threshold techniques and hough transform are used for the road extraction and car detection. The results show that the proposed approach has a good detection performance (More)

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Paper citation in several formats:
Mousavi Kahaki, S.; Fathy, M. and Ganj, M. (2009). Road-Following and Traffic Analysis using High-Resolution Remote Sensing Imagery. In Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems (ICINCO 2009) - Workshop IVC & ITS; ISBN 978-989-674-003-0, SciTePress, pages 133-142. DOI: 10.5220/0002160001330142

@conference{workshop ivc & its09,
author={Seyed Mostafa {Mousavi Kahaki}. and Mahmood Fathy. and Mohsen Ganj.},
title={Road-Following and Traffic Analysis using High-Resolution Remote Sensing Imagery},
booktitle={Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems (ICINCO 2009) - Workshop IVC & ITS},
year={2009},
pages={133-142},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002160001330142},
isbn={978-989-674-003-0},
}

TY - CONF

JO - Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems (ICINCO 2009) - Workshop IVC & ITS
TI - Road-Following and Traffic Analysis using High-Resolution Remote Sensing Imagery
SN - 978-989-674-003-0
AU - Mousavi Kahaki, S.
AU - Fathy, M.
AU - Ganj, M.
PY - 2009
SP - 133
EP - 142
DO - 10.5220/0002160001330142
PB - SciTePress

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