Title :
Robust license plate detection in nighttime scenes using multiple intensity IR-illuminator
Author :
Yi-Ting Chen ; Jen-Hui Chuang ; Wen-Chih Teng ; Horng-Horng Lin ; Hua-Tsung Chen
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
The functionality of video surveillance is significantly degraded by the low illumination and poor visibility under the nighttime environment. However, the demand for nighttime surveillance is no less than the daytime one because of the high incidence of accidents during night. The Infrared (IR) light source with fixed intensity works for only certain distance, resulting in the defect of underexposure/overexposure due to the object being too far from/close to the light source. In this paper an innovative idea is brought up that we use a multiple intensity IR-illuminator to enhance the effective distance of license plate detection. Based on the stroke width of the license ID, license plates are detected in the images under different illuminations and then the results are integrated into a synthesized high dynamic range image, in which the license plate regions and the background scene can be better visualized. Experimental results show that the proposed approach can effectively enlarge the monitored area in both depth and width, as well as enhance the security level of nighttime video surveillance.
Keywords :
infrared imaging; infrared sources; video surveillance; high dynamic range image; infrared light source; license ID; license plates; low illumination; multiple intensity IR-illuminator; nighttime scenes; nighttime video surveillance; poor visibility; robust license plate detection; Feature extraction; Image edge detection; Licenses; Lighting; Video surveillance; Visualization;
Conference_Titel :
Industrial Electronics (ISIE), 2012 IEEE International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0159-6
Electronic_ISBN :
2163-5137
DOI :
10.1109/ISIE.2012.6237207