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Assessment of High Speed Imaging Systems for 2D and 3D Deformation Measurements: Methodology Development and Validation

机译:高速成像系统用于2D和3D变形测量的评估:方法论的发展和验证

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Ultra high-speed and moderate speed image acquisition platforms have been characterized, with special emphasis on the variability and accuracy of the measurements obtained when employed in either 2D or 3D computer vision systems for deformation and shape measurements. Specifically, the type of image distortions present in both single channel cameras (HS-CMOS) and multi-channel image intensified cameras (UHS-ICCD) are quantified as part of the overall study, and their effect on the accuracy of experimental measurements obtained using digital image correlation have been determined. Results indicate that established methods for noise suppression and recently developed models for distortion correction can be used effectively in situations where the primary intensity noise components are characterized by minimal cross-talk and stationary spatial distortions. Baseline uniaxial tension experiments demonstrate that image correlation measurements using high speed imaging systems are unbiased and consistent with independent deformation measurements over the same length scale, with point-to-point strain variations that are similar to results obtained from translation experiments. In this study, the point-to-point variability in strain using the image intensified system is on the order of 0.001, whereas the non-intensified system had variability of 0.0001. Results confirm that high speed imaging systems can be utilized for full field two and three-dimensional measurements using digital image correlation methods.
机译:超高速和中速图像采集平台的特点是,特别强调了在2D或3D计算机视觉系统中用于变形和形状测量时所获得的测量结果的可变性和准确性。具体而言,作为整体研究的一部分,对单通道相机(HS-CMOS)和多通道图像增强相机(UHS-ICCD)中都存在的图像失真的类型进行了量化,并且它们对使用DDS进行的实验测量准确性的影响已经确定了数字图像的相关性。结果表明,在主要强度噪声成分具有最小串扰和固定空间失真的情况下,可以有效地使用已建立的噪声抑制方法和最近开发的失真校正模型。基线单轴张力实验表明,使用高速成像系统进行的图像相关性测量是无偏的,并且与在相同长度范围内的独立变形测量一致,其点到点应变变化与从平移实验获得的结果相似。在这项研究中,使用图像增强系统的应变点对点变异性约为0.001,而未增强系统的变异性为0.0001。结果证实,高速成像系统可使用数字图像相关方法用于全场二维和三维测量。

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