图像处理方法对DIC图像裂纹尖端位置估计的改进

IF 1.2 Q4 MATERIALS SCIENCE, MULTIDISCIPLINARY
Najat Zekriti, F. Majid, Hachimi Taoufik, Y. Tounsi, R. Rhanim, I. Mrani, H. Rhanim
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引用次数: 0

摘要

本研究提出并比较了两种方法在基于图像处理方法的单轴拉伸试验下识别PVC Sent样品裂纹尖端位置的应用。作为图像分析程序的一部分,IDS相机捕捉了PVC表面的几张照片。使用ImageJ软件收集并评估裂纹萌生和扩展的所有相关数据,该软件使用用于检测裂纹的图像处理方法。然而,第二个过程涉及使用数字图像相关(DIC)测量来检测不连续性的开发算法。尽管,由于实验条件的原因,数码相机对图像的采集从来都不是完美的。这种噪声来自几个来源,包括数码相机、由于镜头放大率或镜头角度导致的图像失真、图案的形状和大小以及电子噪声。。。本文讨论了使用并比较几种滤波器(高斯滤波器、中值滤波器和Unsharp Mask滤波器)来克服这些令人反感的特性的图像增强方法。高斯滤波器的性能优于中值和非锐化掩模滤波器。这项研究表明,DIC是一种有效的技术,可以通过最合适的过滤器监测变形并了解失效机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improvement of crack tip position estimation in DIC images by image processing methods
The study presents and compares an application of two procedures to identify the crack tip location in PVC Sent samples under a uniaxial tensile test based on the image processing method. An IDS camera captures several photos of the PVC surface as part of the image analysis procedure. All relevant data on crack initiation and propagation is collected and assessed using ImageJ software using image processing methods for detecting cracks. However, the second procedure involves a developed algorithm detecting the discontinuity using digital image correlation (DIC) measurement. Although, because of the experimental conditions, the acquisition of images by the digital camera is never perfect. This noise comes from several sources, including the digital camera, image distortion due to lens magnification or lens angle, the shape and size of the pattern, and electronic noise; ... This article discusses image enhancement methods to overcome these objectionable characteristics using and comparing several filters:  Gaussian, median, and Unsharp Mask filters. The performance of the Gaussian filter is better than the Median and Unsharp mask filters. This research demonstrates that DIC is an effective technique for monitoring deformation and understanding the failure mechanism with the best-suited filter.
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来源期刊
Frattura ed Integrita Strutturale
Frattura ed Integrita Strutturale Engineering-Mechanical Engineering
CiteScore
3.40
自引率
0.00%
发文量
114
审稿时长
6 weeks
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