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1.
后验概率算法用于位移场的确定   总被引:1,自引:0,他引:1  
提出了一种基于贝叶斯最大后验估计算法确定固体表面位移场的方法。在图像处理过程中,把位移看作随机变量,首先建立贝叶斯模型,对变形前数字图像中的一个像素点,选定变形前后两幅数字图像中对应的圆形子区,将两子区所对应的所有可能位移逐一代入贝叶斯后验概率公式进行计算,使后验概率最大的位移值就是所求该点的位移。在得到整像素位移之后,引入亚像素重建技术,确定图像的精确位移场。本文通过计算机数字模拟实验和实物标准位移实验,验证了该方法的可行性,并得到了0.02pixel的位移测量精度。  相似文献   

2.
本文将提出一种基于小波变换技术的数字图像处理技术.在白光下,实现了固体自然纹理表面的面内位移u,v场的高精度测量,并将其应用到复合材料宏、细观力学性能的研究中.对复合材料层合板AS4/PEEK[0/±45/90]7S在三点弯曲作用下,自由边界层间的应变分布和变形传递规律进行了细观测量和研究.  相似文献   

3.
汤文治  肖汉斌  邹晟 《力学学报》2019,51(4):1101-1109
数字图像相关方法作为一种新的非接触式位移测量方法,在力学工程中有广泛的应用前景,然而受限于标准方法对图像变形的连续性要求,这种高效的测量方法在断裂力学领域的推广受到了限制. 为解决这一问题,提出采用引入子区分离数学模型,代替标准方法的连续模型,来对非连续区域进行精确识别和匹配的非连续数字图像相关方法. 研究子区被裂纹等非连续分割后原始像素点的位移情况,并引入裂纹张开向量用以表征被分割子区的主区和副区的位移关系;从而建立子区分离模型的数学表达式,并且为所提出的模型设计相应的图像相关算法;然后将所提出的非连续数字图像相关方法应用于重构平板拉伸试验开裂过程中图像的位移. 研究结果表明,相比于标准的数字图像相关方法,所提出的非连续数字图像相关方法解决了图像相关法在非连续区域失效的问题,提高了数字图像相关方法对位移测量的正确率,特别是能够准确重构裂纹面及附近的位移场,其测量精度能够达到亚像素级别.   相似文献   

4.
数字图像相关方法作为一种新的非接触式位移测量方法,在力学工程中有广泛的应用前景,然而受限于标准方法对图像变形的连续性要求,这种高效的测量方法在断裂力学领域的推广受到了限制.为解决这一问题,提出采用引入子区分离数学模型,代替标准方法的连续模型,来对非连续区域进行精确识别和匹配的非连续数字图像相关方法.研究子区被裂纹等非连续分割后原始像素点的位移情况,并引入裂纹张开向量用以表征被分割子区的主区和副区的位移关系;从而建立子区分离模型的数学表达式,并且为所提出的模型设计相应的图像相关算法;然后将所提出的非连续数字图像相关方法应用于重构平板拉伸试验开裂过程中图像的位移.研究结果表明,相比于标准的数字图像相关方法,所提出的非连续数字图像相关方法解决了图像相关法在非连续区域失效的问题,提高了数字图像相关方法对位移测量的正确率,特别是能够准确重构裂纹面及附近的位移场,其测量精度能够达到亚像素级别.  相似文献   

5.
三维物体形貌检测图像处理中的小波数字滤波技术   总被引:2,自引:0,他引:2  
傅里叶变换轮廓术和相移法是投影栅法测物体三维形貌的两种重要方法。相移法需要精密的移相装置,且需采集一幅以上的图像,在应用中受到一定限制。而傅里叶变换轮廓术只需一幅图像便可计算出各点相位值,测量精度高,测量范围广,因而得到广泛运用。最大测量范围受到高度分布h(x,y)在与光栅线垂直向上变化率的限制,即面形变化剧烈的物体易产生相邻谱区的混合,不易测准。本文提出的基于小波数字滤波的傅里叶变换法,可以将物体的可测梯度提高3倍。因为利用小波技术对变形栅线图进行处理后,滤去了直流分量和高频分量,得到的相对栅线图只剩下基频分量。采用小波数字滤波与傅里叶变换轮廓术相结合的方法,用小波变换去除直流成分和高频成分,从而提高了物体的可测精度,降低了对滤波器的设计要求,能较好地将物体的相位信息分离出来。本文给出了这种算法的理论分析和计算机模拟试验的结果。  相似文献   

6.
本文提出一种基于位移补偿的离面位移实时追踪算法,并给出基于卷积全场最大值和基于卷积局部极大值两种计算方法。将位移前后的干涉条纹图子区与Gabor模板进行卷积匹配,得到与相应子区重合的模板,计算模板位相变化量,求得位移大小及方向;再利用锆钛酸铅压电陶瓷(PZT)对位移进行同步追踪补偿,实现离面位移测量。文中分别进行了镜面干涉追踪实验以及散斑干涉追踪实验,验证了本算法在大量程、高分辨率、实时测量以及抗噪声等方面的可靠性与有效性。  相似文献   

7.
位移阶跃SH波对半圆形凹陷地形的散射   总被引:1,自引:0,他引:1  
本文利用积分变换和波函数展开方法求解位移阶跃的平面SH波对半圆形凹陷地形的散射问题,导出了散射位移场的解析表达式,,并给出了在凹陷地形表面上各点位移时程反应的数值结果。本文的结果可做为Duhamel积分的影响系数求解一个随时间任意变化的平面SH波被半圆形凹陷地形散射的问题。  相似文献   

8.
为了提高数字图像相关曲面拟合法亚像素定位精度,经研究发现,在实际应用中,曲面拟合法在亚像素位移为0.5像素左右时会发生较大的波动,与实际亚像素位移发生一定偏离,导致此位置位移的不连续。本文通过分析曲面拟合法亚像素位移偏离真实位移的原因,给出了具体修正方法,用模拟平移实验讨论了修正系数k和子区大小对修正结果的影响,用三点弯曲实验验证了修正方法在复杂变形情况下的有效性,提高了曲面拟合法在实际应用中的测量精度。  相似文献   

9.
网格数字图像相关方法测量位移场的研究   总被引:7,自引:1,他引:6  
本文将数字图像相关方法与古老的网格法相结合,给出了一种测量面内位移场的新方法——网格数字图像相关方法,实现了高精度的测量,精度可达0.02亚像素.在该方法中网格点采用圆标记点,使该方法特别适用于小线应变位移场的研测.本文运用Windows下的新的图像采集方法测量物体位移场,突破了Dos系统下对内存操作的限制,并使每一帧图像的像素数由512×512增至768×576,提高了图形的分辨率.  相似文献   

10.
数字图像相关中亚像素位移测量算法的研究   总被引:10,自引:1,他引:10  
潘兵  谢惠民  戴福隆 《力学学报》2007,39(2):245-252
为提高位移测量精度而提出的各种亚像素位移测量算法被认为是数字图像相关方法 中的关键技术之一,详细了解已有各算法的性能无疑具有实际意义. 总结文献中3种 最常用的亚像素位移测量算法,首先用无噪声的计算机仿真散斑图对各算法的性能从计算精 度和计算效率两个方面进行了比较研究,并用实际实验图片对其性能做进一步的研究,结果 显示在图像子区大小相同的情况下,基于空域相关函数迭代的牛顿-拉普森方法计算结果最 为精确、稳定.  相似文献   

11.
A digital image measurement (DIM) system is used to study the plastic damage accumulation around a notch under conditions of low-cycle fatigue. This system incorporates a contrast correlation method to evaluation the level of plastic damage at each point of the studied area from two images acquired before and after the introduction of fatigue deformation. A compact tension specimen of 304 stainless steel with a notch radius of 1 mm is analyzed during the stages of fatigue crack initiation and growth. The results obtained using this measurement system are compared with those attained by means of a recrytallization technique.  相似文献   

12.
Digital speckle correlation for strain measurement by image analysis   总被引:2,自引:0,他引:2  
This paper is concerned with small strain measurement utilizing the numerical processing of digital images. The proposed method has its theoretical basis in digital signal analysis and, from a methodological point of view, it can be considered as an extension to digital images of the wellknown white light speckle photography technique. That conventional method is based on the analysis of photographic plates that are exposed twice (before and after the specimen deformation) with the image of a random speckle pattern that has been previously printed on the test piece surface. The digital speckle correlation advantages consist of requiring a very simple specimen preparation and, mainly, of allowing the strain field computation just by numerical elaboration of the acquired images. In this paper, the theoretical basis of the technique and some valuable improvements to the known analogous methodologies are presented. Finally, test results for an application of digital speckle correlation are shown and advantages and disadvantages of the technique are elaborated. In addition, further developments in this area are discussed.  相似文献   

13.
数字图像相关方法在闭孔泡沫铝压缩试验中的应用   总被引:1,自引:0,他引:1  
为了了解相对密度与胞孔结构对闭孔泡沫铝力学性能的影响,本文采用放大成像及数字图像相关技术对两种不同密度的泡沫纯铝试样进行了实验研究.利用数字图像相关方法对泡沫纯铝变形前后的图像进行相关计算,获得了弹性范围内静态压缩情况下闭孔泡沫铝材料表面的全场变形及局部孔结构的变形,同时根据试验结果计算了试件的名义弹性模量.实验结果表明泡沫铝整体孔结构的变形与泡沫金属材料相对密度有关,而单个孔结构的变形主要与孔壁面光滑程度和皱褶有关.实验结果还表明图像相关方法能够有效地应用于闭孔泡沫金属的力学性测量和评估的研究.  相似文献   

14.
介绍一种可以用来测量曲面试件表面应分量(εz,εθ,εzθ)的激光光栅显微图像检测技术(IGM),它能实现从小应变到大应变全过程的高精度定量测量。我们将这一技术成功地应用在铁基形状记忆合金(FSMA)管接头的结构设计中,在这项研究中,首先在管接头结构表面制作了变形的载体-位相型干涉光栅,由结构表面产生的衍射光通宵我学系统后形成新的干涉光栅,我们利用数字图像系统接收了逆相变前后各自的干涉图像,采用带  相似文献   

15.
A new experimental method has been developed for studying deformations of micromechanical material systems at the submicron scale. To that end, a special digital scanning tunneling microscope (STM) was designed to be coupled to a mechanically deforming specimen. Operating in constant current mode, this digitally controlled STM records detailed topographies of specimen surfaces with a resolution of 10 nm in-plane and 7 nm out-of-plane over a 10 μ × 10 μ area. Three-dimensional displacement field information is extracted by comparing topographies of the same specimen area before and after deformation by way of a modified digital image correlation algorithm. The resolution of this (combined) displacement measuring method was assessed on translation and uniaxial tensile tests to be 5 nm for in-plane displacement components and 1.5 nm for out-of-plane motion over the same area. This is the first paper in a series of three in which the authors delineate the main features of this specially designed microscope and describe how it is constituted, calibrated and used with the improved version of the digital image correlation method to determine deformations in a test specimen at the nanoscale.  相似文献   

16.
基于双线性位移模式数字图像相关方法的误差分析及应用   总被引:1,自引:0,他引:1  
张晓川  陈金龙  赵钊  战楠 《实验力学》2013,28(6):683-691
探讨数字图像相关方法测试结果的误差分布规律对提高该方法的测试精度具有重要意义。本文从理论上分析了基于双线性位移模式数字图像相关方法的子区变形场测试误差分布规律,结果表明,当试件的真实变形可由双线性位移模式描述时,变形场最大测试误差通常出现在子区的边界或节点处。因此,若试件发生均匀拉伸等常应变变形,可利用相关系数选取一个最优子区,认为测得最优子区中心应变为试件真实应变。零变形实验验证了该测试方法的可靠性。最后对手机导光板试件在单轴拉伸载荷下的数字图像进行分析,并利用本文方法测试了其弹性常数。  相似文献   

17.
This is the second paper in a series of three devoted to the application of scanning tunneling microscopy (STM) to mechanics problems. In this paper, improvements to the digital image correlation method are outlined, a technique that compares digital images of a specimen surface before and after deformation to deduce its two-dimensional surface displacement field and strains. The necessity of using the framework of large deformation theory for accurately addressing rigid body rotations to reduce associated errors in the strain components is pointed out. In addition, the algorithm is extended to compute the three-dimensional surface displacement field from STM data; also, significant improvements are achieved in the rate as well as the robustness of the convergence. For (STM) topographs, the resolution yields 4.8 nm for the in-plane and 1.5 nm for the out-of-plane displacement components spanning an area of 10 m×10m.  相似文献   

18.
橡胶材料弹性模量数字图像相关测定法   总被引:1,自引:0,他引:1  
胡斌  贺玲凤  张蕊 《实验力学》2011,26(2):151-157
利用数字图像相关方法测量了小应变下柔性橡胶的弹性模量.用CCD相机记录单轴压缩实验中圆柱体橡胶试样表面人工散斑图像,作为数字图像相关测量技术中的变形信息载体.分析了镜头畸变对位移测量的影响,运用数字图像相关法得出小应变范围内像胶的应力应变曲线,计算出橡胶的弹性模量.并与采用千分表所得到的结果进行了比较,两者符合较好.实...  相似文献   

19.
提出了一种新的考虑旋转位移分量的数字图像相关法[CD2]旋转相关匹配法,其特点是先对图像子区进行预旋转,再进行相关匹配、相关系数、整像素和亚像素位移的计算。在物体产生旋转位移分量时,该方法可有效提高变形前后图像子区间的相关系数和位移计算精度。通过斜拉伸、剪切和悬臂梁弯曲实验,对旋转相关匹配法和直接相关匹配法进行了对比研究,并用灰度梯度法计算旋转后新图像子区和变形后图像子区间的亚像素位移。结果表明,在旋转位移分量小于10°的情况下,相比于直接相关匹配法,旋转相关匹配法可以得到更高的相关系数;在用灰度梯度法计算亚像素位移条件下,位移精度与试件位移不产生旋转时的直接相关匹配相当。  相似文献   

20.
The localized deformation field of high density polyethylene and polypropylene during a tensile test accompanied by neck propagation was quantitatively evaluated based on the network digital image correlation method. In the proposed method, the continuity of the deformation field around a point of interest was introduced for accurate evaluation of the displacement. The accuracy of the proposed method was verified through test images. Using the proposed method, the development of a non-uniform displacement field during tensile tests was evaluated from sequential digital images. The local strain rate was almost uniform until the nominal stress reached its maximum value. After the maximum stress was reached, non-uniform deformation developed at a part of the gauge region of the specimen. A decrease in nominal stress induced a reduction of the local strain rate at regions other than the necked zone. In this study, the cross section average local true stress, strain, and strain rate can be evaluated from the local displacement field. Thus, the relationship between these quantities was evaluated during the tensile tests. Using the proposed method, the local response under wide ranges of strain and strain rate can be evaluated from a few test conditions of tensile strain rate and a small range of tensile strain. Finally, the relationships between gradients of stress, strain, and strain rate under uniaxial tension are discussed. These non-local quantities deviated from those predicted by constitutive equations when the domain size used to evaluate the local quantities was large.  相似文献   

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