DocumentCode
3349349
Title
Effects of image alignment error on vehicle license image reconstruction using non-uniform interpolation method
Author
Lin, Shih-Chieh ; Chen, Chih-Ting
Author_Institution
Dept. of Power Mech. Eng., Nat. Tsing Hua Univ., Hsinchu
fYear
2008
fDate
21-24 Sept. 2008
Firstpage
32
Lastpage
37
Abstract
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 times 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.
Keywords
Fourier analysis; image reconstruction; image registration; interpolation; vehicles; Fourier method; image alignment error; image registration; nonuniform interpolation method; vehicle license image reconstruction; Degradation; Image reconstruction; Image registration; Image resolution; Interpolation; Licenses; Measurement errors; Pixel; Testing; Vehicles; image enlargement; image registration; super resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics and Intelligent Systems, 2008 IEEE Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-1673-8
Electronic_ISBN
978-1-4244-1674-5
Type
conf
DOI
10.1109/ICCIS.2008.4670746
Filename
4670746
Link To Document