Title :
Contour Based Car Recognition Algorithm
Author :
Lu, Yi ; Cai, Bo ; Zhang, Dengyi
Author_Institution :
Sch. of Comput., Wuhan Univ., Wuhan, China
Abstract :
This paper proposes a car recognition algorithm based on multiple features of contour. Firstly, canny operator is used to get the edge of the image. Afterwards, image pyramid is used to shrink the image so that the contour will be single-edged and complete. Then, from a point in the contour, travel the whole contour to gain the Fourier descriptors and direction ratio from the traversal sequence. At last, all features are considered together to implement the car recognition. The experimental results of many car images show that our method has fine accuracy in car recognition.
Keywords :
Fourier analysis; automobiles; image recognition; image sequences; Fourier descriptors; canny operator; contour based car recognition algorithm; image pyramid; image traversal sequence; Character generation; Chromium; Feature extraction; Gabor filters; Image recognition; Intelligent systems; Pixel; Road accidents; Sun; Vehicles;
Conference_Titel :
Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5272-9
DOI :
10.1109/CNMT.2009.5374780