Title :
Fast license plate location and recognition using wavelet transform in android
Author :
Wang, Chuin-Mu ; Su, Ching-Yuan
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
Abstract :
In license plate recognition system (LPRS), there have several parts which are the key steps of the LPRS as license plate location (LPL), character segmentation (CS), and character recognition (CR). In this paper, we develop a complete LPRS in mobile smart device. The reasons are that have advantages which are easy carrying, powerful camera existence, and extensive application in potential. First at all, we define a processing range which is region of interest (ROI). In the part of LPL, we use wavelet transform to detect the horizontal axis in ROI based on texture feature of license plate (LP) and block scanning based on aspect ratio of LP to locate the LP location. In the part of CS, we mark the character edges based on color feature of LP to segment the characters. In the part of CR, we normalize the characters at first, then, compare them with character samples in system database. We use voting result to recognize. As result in the experiments, the LPRS which is building on mobile smart device have superior recognition results and fast processing performance.
Keywords :
character recognition; image colour analysis; image recognition; image texture; smart phones; traffic engineering computing; visual databases; wavelet transforms; CR; CS; LPL; LPRS; ROI; android; aspect ratio; block scanning; character edges; character recognition; character segmentation; color feature; horizontal axis detection; license plate location; license plate recognition system; mobile smart device; region of interest; system database; texture feature; wavelet transform; Buildings; Character recognition; Licenses; Mobile communication; Performance evaluation; Wavelet transforms; android; character segmentation; license plate recognition; smart device; wavelet transform;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
DOI :
10.1109/ICIEA.2012.6360875