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Computer Science and Application
The paper implements the improved HMAX model for vehicle type (make and model) recognition. The main improvement of this algorithm is using ITTI model with the characteristic of quick response to color, intensity or orientation discrimination, to select the saliency area. By this way the template can be more representative and more beneficial to the detection rate. In addition, the calculating of the variance of response degree between different images and the same template eliminates redundantdoi:10.12677/csa.2012.25041 fatcat:6vbjeqt4bjhypfpd6nx465fmpq