The Precision Exploration of Image Super-Resolution Applied into Motion Measurement

This paper proposes a new evaluation parameter of image super-resolution reconstruction quality, which is used to determine the influence of super-resolution reconstruction on motion measuring precision. Based on this new evaluation parameter, we respectively employ different algorithms of super-res...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 933; no. 1; pp. 12005 - 12013
Main Authors Wei, Ye, Hou, Wenhui, Feng, Wei, Jin, Yi, Zhu, Chang'an
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 03.01.2018
Subjects
Algorithms
Evaluation
Image quality
Image reconstruction
Image resolution
Impact analysis
Parameters
Physics
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Summary:This paper proposes a new evaluation parameter of image super-resolution reconstruction quality, which is used to determine the influence of super-resolution reconstruction on motion measuring precision. Based on this new evaluation parameter, we respectively employ different algorithms of super-resolution reconstruction with different reconstruction scales, then calculate the motion measuring precision using the corresponding super-resolution image, analyze the impact of image super-resolution technology on the precision of image motion measuring. The experimental results show that only part of the super-resolution algorithms can improve the measuring precision slightly, and prove that under the background of image motion measurement, image super-resolution reconstruction method has the potential to apply to the actual measurement.
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ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/933/1/012005