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Content Provider | IEEE Xplore Digital Library |
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Author | Eslami, M. Faez, K. |
Copyright Year | 2010 |
Description | Author affiliation: Computer Engineering Department, Azad University of Qazvin, Iran (Eslami, M.) || Electrical Engineering Department, Amirkabir University of Technology, Tehran, Iran (Faez, K.) |
Abstract | Vital problems in transportation such as mobility and safety of transportation, especially in highways and road ways, are considered as very important nowadays. Road traffic monitoring aims at acquisition and analysis of traffic signs, such as presence and numbers of vehicles, and automatic driver warning systems developed mainly for localization and safety purposes. In the past some methods have been presented for road and vehicle recognition, which either the accuracy of the results was not acceptable, or tolerable results were achieved only in specific conditions. This article presents a new approach for recognizing the vehicle and the road in satellite high-resolution images in non-urban areas. One of the results of this research was to control the traffic jam in roads and to recognize the traffic density quickly and accurately‥ For recognition, they used feature extraction, image processing and machine learning like Hough transform, Gradient, and thresholding operation for road detection and feature extraction and SVM for Vehicles' detection. The average of results is about 85 percent and it shows that the used procedure has the suitable efficiency. |
File Size | 3753723 |
File Format | |
ISBN | 9781424463473 |
e-ISBN | 9781424463497 |
DOI | 10.1109/ICCET.2010.5486343 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2010-04-16 |
Publisher Place | China |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Image recognition vehicle Detection Computerized monitoring Automated highways Hough transform Intelligence Traffic monitoring Road transportation Satellites Vehicle detection Road vehicles Vehicle safety Image Processing Road Extraction Feature extraction Road safety Satellite images |
Content Type | Text |
Resource Type | Article |
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