A method of robust moving vehicle detection for bad weather using an infrared thermography camera
We propose a method of real-time moving vehicle detection using infrared thermal images. It can detect moving vehicles robustly even for bad weather compared with conventional vehicle detection methods using visible light cameras. It can also measure the size of each vehicle around the clock. The al...
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| Published in | 2008 International Conference on Wavelet Analysis and Pattern Recognition Vol. 1; pp. 86 - 90 |
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| Main Author | |
| Format | Conference Proceeding |
| Language | English Japanese |
| Published |
IEEE
01.08.2008
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| Subjects | |
| Online Access | Get full text |
| ISBN | 9781424422388 1424422388 |
| ISSN | 2158-5695 |
| DOI | 10.1109/ICWAPR.2008.4635755 |
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| Abstract | We propose a method of real-time moving vehicle detection using infrared thermal images. It can detect moving vehicles robustly even for bad weather compared with conventional vehicle detection methods using visible light cameras. It can also measure the size of each vehicle around the clock. The algorithm we propose for this detection is designed for a high-speed processing without complicated calculations and also designed for a real-time vehicle detection by using a general-purpose personal computer. Experimental results of our method by use of infrared thermal traffic images both at daytime with vehicular cast shadows and at nighttime in darkness show that the vehicle detection accuracy is 100%. |
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| AbstractList | We propose a method of real-time moving vehicle detection using infrared thermal images. It can detect moving vehicles robustly even for bad weather compared with conventional vehicle detection methods using visible light cameras. It can also measure the size of each vehicle around the clock. The algorithm we propose for this detection is designed for a high-speed processing without complicated calculations and also designed for a real-time vehicle detection by using a general-purpose personal computer. Experimental results of our method by use of infrared thermal traffic images both at daytime with vehicular cast shadows and at nighttime in darkness show that the vehicle detection accuracy is 100%. |
| Author | Iwasaki |
| Author_xml | – sequence: 1 surname: Iwasaki fullname: Iwasaki organization: Dept. of Electron. & Intell. Syst. Eng., Tokai Univ., Kumamoto |
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| Snippet | We propose a method of real-time moving vehicle detection using infrared thermal images. It can detect moving vehicles robustly even for bad weather compared... |
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| StartPage | 86 |
| SubjectTerms | Accuracy Cameras infrared thermography ITS (Intelligent Transportation Systems) Meteorology Microcomputers real-time robust measurement Robustness Vehicle detection Vehicles |
| Title | A method of robust moving vehicle detection for bad weather using an infrared thermography camera |
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