Abstract
According to the feature of fuzzy and the quality reduce background of plate image, this paper presents a Spectrum Estimation Partition Deblur (SEPD) algorithm to restore complex blur image. This algorithm is based on spectrum estimation and extracts the blur kernel information from the dark strips in frequency spectrum, and makes the traditional algorithm better to improve the algorithm’s accuracy and noise capacity. Through the partition recovery strategy, each piece of image is deblurred separately, and then are integrated into a whole image by edge fitting. Through the analysis of actual measurements, the algorithm performs high accuracy and better noise immunity, and also improves the quality of the shape image obviously.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Li, Z., Huang, D.: Study on continuous strip tension leveling mechanism. Cooper Eng. 2005(02), 29–33 (2005). doi:10.3969/j.issn.1009-3842.2005.02.011
Huang, C., Wang, J., Gao, X., Ding, S.: Study on video stabilization performance assessment in electronic image stabilization. Infrared Laser Eng. 43(5), 477–481 (2013). doi:10.3969/j.issn.1001-5078.2013.05.001
Duan, D., Xie, M., Mo, Q., et al.: An improved Hough transform for line detection. In: 2010 International Conference on Computer Application and System Modeling (ICCASM), vol. 2, pp. V2-354–V2-357. IEEE (2010)
Cho, S., Matsushita, Y., Lee, S.: Removing non-uniform motion blur from images. In: Proceedings of the IEEE International Conference on Computer Vision (2007)
Yin, L., Yang, R., Gabbouj, M., et al.: Weighted median filters: a tutorial. IEEE Trans. Circ. Syst. II: Analog Digit. Sig. Proc. 43(3), 157–192 (1996)
Yang, A., Ai-ling, W., Chang, J.: The research on parallel least squares curve fitting algorithm. In: International Conference on Test and Measurement, ICTM 2009, pp. 201–204. IEEE (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Wu, X., Xu, H., Gui, X., Li, W., Yao, Z. (2015). Research on an Algorithm of Shape Motion Deblurring. In: Huang, DS., Bevilacqua, V., Premaratne, P. (eds) Intelligent Computing Theories and Methodologies. ICIC 2015. Lecture Notes in Computer Science(), vol 9225. Springer, Cham. https://doi.org/10.1007/978-3-319-22180-9_32
Download citation
DOI: https://doi.org/10.1007/978-3-319-22180-9_32
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-22179-3
Online ISBN: 978-3-319-22180-9
eBook Packages: Computer ScienceComputer Science (R0)