Title :
A method of robust moving vehicle detection for bad weather using an infrared thermography camera
Author :
Iwasaki, Yoichiro
Author_Institution :
Dept. of Electron. & Intell. Syst. Eng., Tokai Univ., Kumamoto
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%.
Keywords :
image motion analysis; image sensors; infrared imaging; object detection; traffic engineering computing; general-purpose personal computer; infrared thermal traffic image; infrared thermography camera; intelligent transportation system; real-time moving vehicle detection; vehicle detection; Algorithm design and analysis; Cameras; Clocks; Infrared detectors; Infrared imaging; Microcomputers; Robustness; Size measurement; Vehicle detection; Vehicles; ITS (Intelligent Transportation Systems); Vehicle detection; infrared thermography; real-time robust measurement;
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2238-8
Electronic_ISBN :
978-1-4244-2239-5
DOI :
10.1109/ICWAPR.2008.4635755