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Design and implementation of a visualization strategy for maintaining integrity of large data sets

机译:维护大数据集完整性的可视化策略的设计与实现

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The interpretation of data plays a critical role in present day nondestructive evaluation (NDE) techniques. This need for visualization technology arises because systems can scan at a faster rate and at a higher resolution than was possible in even the recent past. As a result a very large number of data points are generated and must be efficiently interpreted. To perform this interpretation either automatic detection methods or effective visualization techniques must be developed and implemented. While extensive work has considered automatic detection methods and image segmentation techniques, less effort has been devoted to visualization efforts. Visualization methods may have the potential to make it possible for operators with modest training requirements to confidently interpret large data sets.
机译:数据的解释在现今非破坏性评估(NDE)技术中起着关键作用。这种可视化技术的需求是出现的,因为系统可以以更快的速率扫描,并且甚至最近的可能比可能的分辨率更高。结果,生成了非常大量的数据点,并且必须有效地解释。为了执行此解释,必须开发和实现自动检测方法或有效可视化技术。虽然广泛的工作已经考虑了自动检测方法和图像分割技术,但较少的努力已经致力于可视化努力。可视化方法可能有可能使操作员具有适度的培训要求来自信地解释大数据集。

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