Effects of Image Alignment Error on Vehicle License Image Reconstruction using Non-uniform Interpolation Method

被引:0
作者
Lin, Shih-Chieh [1 ]
Chen, Chih-Ting [1 ]
机构
[1] Natl Tsing Hua Univ, Dept Power Mech Engn, Hsinchu 300, Taiwan
来源
2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2 | 2008年
关键词
image enlargement; image registration; super resolution;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, effects of image alignment error on vehicle license image reconstruction using the non-uniform interpolation method were studied. It is expected that the increase in measurement error will degrade the reconstructed image. Several image registration methods which were used to estimate the position and orientation differences between low resolution images are also tested. It was found that the Fourier method is superior to other methods. The non-uniform interpolation method is then used to reconstruct vehicle license plate images from images with a character size as small as 3 x 6 pixels. Results show that although the number or character is still not easy to read, the reconstructed image shows a better readability than the original image.
引用
收藏
页码:75 / 80
页数:6
相关论文
共 19 条
[1]   Infrared image registration and high-resolution reconstruction using multiple translationally shifted aliased video frames [J].
Alam, MS ;
Bognar, JG ;
Hardie, RC ;
Yasuda, BJ .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2000, 49 (05) :915-923
[2]  
[Anonymous], 1977, P IM UND WORKSH SCI
[3]  
Berthilsson R., 1998, P INT C PATT REC ICP
[4]   HIERARCHICAL CHAMFER MATCHING - A PARAMETRIC EDGE MATCHING ALGORITHM [J].
BORGEFORS, G .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1988, 10 (06) :849-865
[5]  
CASTRO ED, 1987, IEEE T PATTERN ANAL, V9, P700, DOI DOI 10.1109/TPAMI.1987.4767966
[6]   Automatic license plate recognition [J].
Chang, SL ;
Chen, LS ;
Chung, YC ;
Chen, SW .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2004, 5 (01) :42-53
[7]  
Harris C., 1988, P 4 ALV VIS C MANCH
[8]   Gray-level corner detection [J].
Kitchen, Les ;
Rosenfeld, Azriel .
PATTERN RECOGNITION LETTERS, 1982, 1 (02) :95-102
[9]  
LI X, 2004, INT C MICR MILL WAV
[10]   Robust license-plate recognition method for passing vehicles under outside environment [J].
Naito, T ;
Tsukada, T ;
Yamada, K ;
Kozuka, K ;
Yamamoto, S .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2000, 49 (06) :2309-2319