期刊文献+

数字图像相关方法辅助的视频运动放大改进方法及其在位移测量中的应用 被引量:1

An improved video motion magnification method assisted by the digital image correlation method and its application in displacement measurement
原文传递
导出
摘要 视频运动放大(Video Motion Magnification,VMM)方法因其能放大视频中的微小运动,而受到工程测量领域的广泛关注。当放大微小运动的视频时,若VMM方法中的时域滤波器参数设置不恰当,放大后的视频容易产生图像伪影和噪声。为了克服传统方法中需要手动设置滤波器参数的缺点,提出一种由数字图像相关(Digital Image Correlation,DIC)方法辅助的VMM改进方法。该方法的主要思想是由DIC方法计算图像位移并由此分析出运动主频,然后将VMM方法中的时域滤波器参数设置在包含该运动主频的较窄区间范围内。这种参数设置方法可保证放大后的视频中保留图像细节且无明显伪影。室内多频运动实验以及室外单频运动实验的结果表明,本文所提出的方法不需要反复手动设置参数试错,可直接获得清晰的运动放大后视频,并可进一步实现微小运动的位移测量。 Video Motion Magnification(VMM)has attracted extensive attention in the field of engineering measurement because of its ability to magnify tiny motion in video.When the video with small motion is magnified,if the time domain filter parameters are not set properly in VMM,the magnified video is prone to produce image artifacts and noise.In order to overcome the shortcomings of traditional methods that require manual setting of filter parameters,an improved VMM method assisted by Digital Image Correlation(DIC)method is proposed.The main idea of this method is to calculate the image displacement by DIC method,analyze the motion master frequency,and then set the parameters of VMM time-domain filter in a narrow range including the motion master frequency.This parameter-setting method can ensure that the image details are preserved in the magnified video without obvious artifacts.The results of indoor multi-frequency motion experiments and outdoor single-frequency motion experiments show that the method proposed in this paper can directly obtain clear video after motion magnification without repeatedly setting parameters manually,and further realize the displacement measurement of small motion.
作者 丁彤 田垄 DING Tong;TIAN Long(School of Science,China University of Geosciences(Beijing),Beijing 100083,China)
出处 《实验力学》 CSCD 北大核心 2023年第5期625-633,共9页 Journal of Experimental Mechanics
基金 国家自然科学基金项目(12102402) 中央高校基本业务费项目(2652019016) 中国地质大学(北京)2021年度本科教育质量提升计划建设项目(JG202146)。
关键词 视频运动放大 数字图像相关 时域滤波器 参数设置 位移测量 video motion magnification digital image correlation time domain filter parameter setting displacement measurement
  • 相关文献

参考文献4

二级参考文献23

  • 1赵淑红,朱光明.S变换时频滤波去噪方法[J].石油地球物理勘探,2007,42(4):402-406. 被引量:52
  • 2Pan B,Qian K,Xie H, et al. Two-dimensional digital image correlation for in-plane displacement and strainmeasurement: a review[J], Measurement Science and Technology,2009? 20(6):062001.
  • 3Pan B, Wang B, Lubineau G, et al. Comparison of subset-based local and finite-element based global digital imagecorrelation[J]. Experimental Mechanics, 2015,55(5) :887 -901.
  • 4Bruck H A, McNeill S R,Sutton M A, et al. Digital image correlation using Newton-Raphson method of partialdifferential correction[J]. Experimental Mechanics, 1989, 29(3):261 - 267.
  • 5Pan B,Li K. A fast digital image correlation method for deformation measurement[J]. Optics and Lasers inEngineering, 2011,49(7): 841-847.
  • 6Lu H,Cary P D. Deformation measurements by digital image correlation: implementation of a second-orderdisplacement gradient[J]. Experimental Mechanics, 2000, 40(4) : 393 - 400.
  • 7Gao Y? Cheng T, Su Y, et al. High-efficiency and high-accuracy digital image correlation for three-dimensionalmeasurement[J]. Optics and Lasers in Engineering, 2015, 65:73 - 80.
  • 8Bornert M, Bremand F,Doumalin P, et al. Assessment of digital image correlation measurement errors:methodology and results[J]. Experimental Mechanics, 2009,49(3) :353 -370.
  • 9Valle V,Hedan S,Cosenza P, et al. Digital image correlation development for the study of materials includingmultiple crossing cracks[J], Experimental Mechanics,2015, 55(2) :379 -391.
  • 10Schreier H W? Sutton M A. Systematic errors in digital image correlation due to undermatched subset shapefunctions[J]. Experimental Mechanics, 2002,42(3):303 - 310.

共引文献35

同被引文献42

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部