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A Novel Approach for 3D-Structural Identification through Video Recording: Magnified Tracking

机译:通过视频录制进行3D结构识别的新方法:放大跟踪

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摘要

Advancements in optical imaging devices and computer vision algorithms allow the exploration of novel diagnostic techniques for use within engineering systems. A recent field of application lies in the adoption of such devices for non-contact vibrational response recordings of structures, allowing high spatial density measurements without the burden of heavy cabling associated with conventional technologies. This, however, is not a straightforward task due to the typically low-amplitude displacement response of structures under ambient operational conditions. A novel framework, namely Magnified Tracking (MT), is proposed herein to overcome this limitation through the synergistic use of two computer vision techniques. The recently proposed phase-based motion magnification (PBMM) framework, for amplifying motion in a video within a defined frequency band, is coupled with motion tracking by means of particle tracking velocimetry (PTV). An experimental campaign was conducted to validate a proof-of-concept, where the dynamic response of a shear frame was measured both by conventional sensors as well as a video camera setup, and cross-compared to prove the feasibility of the proposed non-contact approach. The methodology was explored both in 2D and 3D configurations, with PTV revealing a powerful tool for the measurement of perceptible motion. When MT is utilized for tracking “imperceptible” structural responses (i.e., below PTV sensitivity), via the use of PBMM around the resonant frequencies of the structure, the amplified motion reveals the operational deflection shapes, which are otherwise intractable. The modal results extracted from the magnified videos, using PTV, demonstrate MT to be a viable non-contact alternative for 3D modal identification with the benefit of a spatially dense measurement grid.
机译:光学成像设备和计算机视觉算法的进步允许探索在工程系统中使用的新颖诊断技术。最近的应用领域在于采用这种装置进行结构的非接触振动响应记录,从而可以进行高空间密度的测量,而无需承担与常规技术相关的繁重布线。然而,由于结构在环境操作条件下的典型的低振幅位移响应,这并不是一项简单的任务。本文提出了一种新颖的框架,即放大跟踪(MT),以通过两种计算机视觉技术的协同使用来克服这一限制。最近提出的基于相位的运动放大(PBMM)框架,用于在定义的频带内放大视频中的运动,并通过粒子跟踪测速(PTV)与运动跟踪相结合。进行了一项实验性活动以验证概念验证,其中剪切框的动态响应既可以通过常规传感器也可以通过摄像机设置进行测量,并且可以进行交叉比较以证明拟议的非接触式的可行性。方法。 PTV在2D和3D配置中都探索了该方法,从而揭示了一种可感知运动测量的强大工具。当MT通过跟踪结构的共振频率周围的PBMM来跟踪“无法察觉的”结构响应(即,低于PTV灵敏度)时,放大后的运动将显示出操作偏转形状,否则很难解决。使用PTV从放大的视频中提取的模态结果证明,MT是3D模态识别的可行的非接触式替代方案,它受益于空间密集的测量网格。

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