Title :
Research on the vehicle recognition based on invariant moment
Author :
Wang, Shuaizong ; Li, Xiaoping ; Lv, Xiaoxing ; Zhang, Lin ; Li, Yinxiang ; Dong, Hongjian
Author_Institution :
Beijing Inst. of Technol., Beijing, China
Abstract :
This paper discuses the application of wavelet analysis and invariant movements on automatic vehicle recognition. The wavelet analysis was used to get multi-scale edge images, and the invariant moments were used to anti-tilt and anti-interference, and to correct the vehicles of the images. Then we can compare similarity through the Euclidean distance between two images´ normalized moment vectors. The experimental result has demonstrated good performance in recognition of various vehicle types. It can work accurately and quickly.
Keywords :
image recognition; motion estimation; road vehicles; vectors; wavelet transforms; Euclidean distance; anti-interference; anti-tilt; automatic vehicle recognition; image recognition; invariant movements; multiscale edge images; vectors; wavelet analysis; Computer science; Euclidean distance; Focusing; Fourier transforms; Gray-scale; Image analysis; Image recognition; Target recognition; Vehicles; Wavelet analysis; Automatic vehicle recognition; Invariant movements; Wavelet;
Conference_Titel :
New Trends in Information Science and Service Science (NISS), 2010 4th International Conference on
Conference_Location :
Gyeongju
Print_ISBN :
978-1-4244-6982-6
Electronic_ISBN :
978-89-88678-17-6