The invention relates to a motorcycle detection method for traffic videos. According to the method, a plurality of detection frames are acquired in a window screening manner. the method specifically comprises steps as follows: 1) extracting the HoG feature from each detection frame to acquire the HoG confidence; 2) extracting the LBP feature from each detection frame to acquire the LBP confidence; 3) extracting the color feature from each detection frame to acquire the color confidence; 4) obtaining motorcycle detection results according to the HoG confidence, the LBP confidence and the color confidence acquired in Steps 1)-3) on the basis of an SVM classifier; 5) judging whether moving speeds of the detection frames corresponding to motorcycles are within the threshold range or not, if the moving speeds of the detection frames corresponding to the motorcycles are within the threshold range, determining that detection results are correct, otherwise, determining that misinformation occurs. Compared with the prior art, the method has the advantages of low misinformation probability, simplicity in implementation and the like.
Motorcycle detection method for traffic videos
2015-05-27
Patent
Electronic Resource
English
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