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Title: Vehicular separation by thermal features' relative angle for nighttime traffic
Authors: Sangnoree, Apiwat 
Keywords: nighttime traffic;thermal imaging;vehicular separation
Issue Date: 2012
Publisher: University of the Thai Chamber of Commerce
Source: Apiwat Sangnoree (2012) Vehicular separation by thermal features' relative angle for nighttime traffic., 769-773.
Conference: 2012 6th International Conference on New Trends in Information Science, Service Science and Data Mining (NISS, ICMIA and NASNIT), ISSDM 2012 
Abstract: This paper presents a thermal features' relative angle method to separate vehicles for nighttime traffic. The objective of research is to identify and separate vehicles that have ambiguous thermal features. The features comprising of windscreen, engine heat and elsewhere, are depicted as different intensities in each thermal image. Moreover, the relation between the three features observed from the setup camera can be illustrated as an angle of windscreen to heat, which differentiates one group of vehicles from another. There are three operating modules proposed in this research, comprising vehiclethermal features detection,relative angle calculation and seperation, respectively. Initially, the detecting process finds a vehicle engine heatfeature by subtracting the road's intensity, selecting a suspected area to cover the vehicle's windscreen feature. Secondly, the relative angle calculating model is implemented to find a relative angle. Eventually, the decision of vehicular group is made on the angle by the separating module. Experimentally, using three types of vehicle consisting of a car, van, and truck, the accuracy of separation is extremely high.
Rights: This work is protected by copyright. Reproduction or distribution of the work in any format is prohibited without written permission of the copyright owner.
Appears in Collections:RSO: Conference Papers

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