Title :
Robust license-plate recognition method for passing vehicles under outside environment
Author :
Naito, Takashi ; Tsukada, Toshihiko ; Yamada, Keiichi ; Kozuka, Kazuhiro ; Yamamoto, Shin
Author_Institution :
Toyota Central Res. & Dev. Labs. Inc., Aichi, Japan
fDate :
11/1/2000 12:00:00 AM
Abstract :
Novel methods to recognize license plates robustly are presented. A sensing system with a wide dynamic range has been developed to acquire fine images of vehicles under varied illumination conditions. The developed sensing system can expand the dynamic range of the image by combining a pair of images taken under different exposure conditions. In order to avert blurring of images against fast passing vehicles, a prism beam splitter installed a multilayered filter, and two charge-coupled devices are utilized to capture those images simultaneously. Furthermore, to extend the flexibility of camera placement, a recognition algorithm that can be applied to inclined plates has been developed. The performance of recognizing registration numbers on license plates has been investigated on real images of about 1000 vehicles captured under various illumination conditions. Recognition rates of over 99% (conventional plates) and over 97% (highly inclined plates) showed that the developed system is quite effective for license-plate recognition
Keywords :
CCD image sensors; automobiles; cameras; image recognition; lighting; optical beam splitters; optical filters; optical prisms; camera placement; charge-coupled devices; exposure conditions; illumination conditions; image acquisition; image dynamic range; inclined plates; multilayered filter; outside environment; passing vehicles; prism beam splitter; recognition algorithm; recognition rates; registration numbers; robust license-plate recognition method; sensing system; wide dynamic range; Cameras; Character recognition; Dynamic range; Image processing; Image recognition; Licenses; Lighting; Monitoring; Robustness; Vehicles;
Journal_Title :
Vehicular Technology, IEEE Transactions on