Abstract

Concerning the multi-lanes road with heavy traffic flow,six features related to vehicle's structural region and color were proposed,which can distinguish truck from bus efficiently,and the features extracting process was introduced.First the boundary of regions was detected by using an insensitive noise edge detection method based on the fusion of Sobel operator and color,then the region color was recognized according to a color classification approach combining RGB and HSI color spaces,and the delineation of features was rendered.Field experimental results indicate these features have a high recognition rate and the extracting process is fast,which can fulfill real-time demand.The vehicle classification system based on these features has been applied in fieldwork with good recognition.

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