Optics and Precision Engineering, Volume. 19, Issue 1, 168(2011)
Super-resolution reconstruction of image in high accuracy image measuring system
To improve the measuring accuracy of an image measuring system,the super-resolution image reconstruction technology for an image sequence is researched based on the micro-displacement.As the high accurate micro-displacement is difficult to realize and very expensive, a super-resolution reconstruction method which doesn't require the high accurate micro-displacement is proposed. Firstly, the image sequence based on an arbitrary micro-displacement is obtained. Then, the accurate micro-displacement of image sequence is calculated by the feature points of a tested object or a template using a substrate. Finally, the high-resolution image is reconstructed by the mathematical model proposed in this paper for radiographic measurement. The experimental results indicate that when the image resolution is 4 times that of an original image,the measurement accuracy will promote 29% to 64% according to the different micro-displacements,which shows the method can reconstruct a high-resolution image including tested objects effectively, and can improve the accuracy of the system.
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ZHANG Jin, WANG Zhong, LI Ya-jie, YE Sheng-hua. Super-resolution reconstruction of image in high accuracy image measuring system[J]. Optics and Precision Engineering, 2011, 19(1): 168
Received: Jun. 23, 2010
Accepted: --
Published Online: Mar. 28, 2011
The Author Email: Jin ZHANG (zhangjinhi_2005@china.com.cn)
CSTR:32186.14.