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Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle
This paper describes the environment perception system designed for intelligent vehicle SmartV-II, which won the 2010 Future Challenge. This system utilizes the cooperation of multiple lasers and cameras to realize several necessary functions of autonomous navigation: road curb detection, lane detec...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3478848/ http://dx.doi.org/10.3390/s120912386 |
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author | Chen, Long Li, Qingquan Li, Ming Zhang, Liang Mao, Qingzhou |
author_facet | Chen, Long Li, Qingquan Li, Ming Zhang, Liang Mao, Qingzhou |
author_sort | Chen, Long |
collection | PubMed |
description | This paper describes the environment perception system designed for intelligent vehicle SmartV-II, which won the 2010 Future Challenge. This system utilizes the cooperation of multiple lasers and cameras to realize several necessary functions of autonomous navigation: road curb detection, lane detection and traffic sign recognition. Multiple single scan lasers are integrated to detect the road curb based on Z-variance method. Vision based lane detection is realized by two scans method combining with image model. Haar-like feature based method is applied for traffic sign detection and SURF matching method is used for sign classification. The results of experiments validate the effectiveness of the proposed algorithms and the whole system. |
format | Online Article Text |
id | pubmed-3478848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
spelling | pubmed-34788482012-10-30 Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle Chen, Long Li, Qingquan Li, Ming Zhang, Liang Mao, Qingzhou Sensors (Basel) Article This paper describes the environment perception system designed for intelligent vehicle SmartV-II, which won the 2010 Future Challenge. This system utilizes the cooperation of multiple lasers and cameras to realize several necessary functions of autonomous navigation: road curb detection, lane detection and traffic sign recognition. Multiple single scan lasers are integrated to detect the road curb based on Z-variance method. Vision based lane detection is realized by two scans method combining with image model. Haar-like feature based method is applied for traffic sign detection and SURF matching method is used for sign classification. The results of experiments validate the effectiveness of the proposed algorithms and the whole system. Molecular Diversity Preservation International (MDPI) 2012-09-12 /pmc/articles/PMC3478848/ http://dx.doi.org/10.3390/s120912386 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Chen, Long Li, Qingquan Li, Ming Zhang, Liang Mao, Qingzhou Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title | Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title_full | Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title_fullStr | Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title_full_unstemmed | Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title_short | Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle |
title_sort | design of a multi-sensor cooperation travel environment perception system for autonomous vehicle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3478848/ http://dx.doi.org/10.3390/s120912386 |
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