Title :
Enhancement and license plate detection in nighttime scenes using LDR images fusion from a single input image
Author :
Soo-Chang Pei ; Chi-Yin Wang
Author_Institution :
Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
The incidence of traffic accidents during nighttime is higher than daytime; hence the clues from nighttime images are urgently needed. However, the light source from a camera works only for certain distance, resulting in the defect of underexposure. In this paper, we present a high dynamic range imaging method for vehicle images under a nighttime environment. The idea consists of three steps based on a single input image: (i) the license plate detection, (ii) generation of differently exposed images with license stroke thickening, and (iii) integrating them into a synthesized HDR image, in which the license plate regions and the backgrounds are better visualized. Therefore, the proposed method can be applied to mobile imaging devices to provide the HDR function. Experimental results show that the proposed approach effectively enhance contrast, especially for nighttime vehicle scenes, while still preserving image details, color, and information.
Keywords :
automobiles; feature extraction; image colour analysis; image enhancement; natural scenes; HDR function; LDR image fusion; background visualization; contrast enhancement; high-dynamic range imaging method; image clues; image color preservation; image detail preservation; image information preservation; license plate region visualization; license stroke thickening; mobile imaging devices; nighttime images; nighttime scene enhancement; nighttime scene license plate detection; nighttime vehicle scenes; single-input image; synthesized HDR image; traffic accidents; vehicle images; Dynamic range; Feature extraction; Histograms; Image edge detection; Licenses; Vehicles; Visualization; Contrast enhancement; High dynamic range; License plate detection;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on
Conference_Location :
Chengdu
DOI :
10.1109/ICMEW.2014.6890571