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Electrostatic subframing and compressive-sensing video in transmission electron microscopy

机译:透射电子显微镜中的静电子帧和压缩感测视频

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We present kilohertz-scale video capture rates in a transmission electron microscope, using a camera normally limited to hertz-scale acquisition. An electrostatic deflector rasters a discrete array of images over a large camera, decoupling the acquisition time per subframe from the camera readout time. Total-variation regularization allows features in overlapping subframes to be correctly placed in each frame. Moreover, the system can be operated in a compressive-sensing video mode, whereby the deflections are performed in a known pseudorandom sequence. Compressive sensing in effect performs data compression before the readout, such that the video resulting from the reconstruction can have substantially more total pixels than that were read from the camera. This allows, for example, 100 frames of video to be encoded and reconstructed using only 15 captured subframes in a single camera exposure. We demonstrate experimental tests including laser-driven melting/dewetting, sintering, and grain coarsening of nanostructured gold, with reconstructed video rates up to 10?kHz. The results exemplify the power of the technique by showing that it can be used to study the fundamentally different temporal behavior for the three different physical processes. Both sintering and coarsening exhibited self-limiting behavior, whereby the process essentially stopped even while the heating laser continued to strike the material. We attribute this to changes in laser absorption and to processes inherent to thin-film coarsening. In contrast, the dewetting proceeded at a relatively uniform rate after an initial incubation time consistent with the establishment of a steady-state temperature profile.
机译:我们在透射电子显微镜中呈现千赫兹级视频捕获速率,使用通常限于赫兹级采集的相机。静电偏转器通过大型摄像机提供一个离散的图像阵列,从相机读出时间向每个子帧解耦获取时​​间。总变化正则化允许在每个帧中正确放置重叠子帧中的功能。此外,系统可以以压缩感测视频模式操作,由此以已知的伪随机序列执行偏转。效果的压缩感测在读出之前执行数据压缩,使得由重建产生的视频可以具有比从相机读取的总像素大致更多的总像素。这允许例如在单个相机曝光中仅使用15捕获的子帧来编码和重建100帧的视频。我们展示了包括纳米结构金的激光驱动熔化/脱模,烧结和晶粒粗糙的实验测试,重建的视频速率高达10?KHz。结果举例说明了技术的功率,表明它可以用于研究三种不同物理过程的基本不同的时间行为。烧结和粗化均表现出自限行为,即使加热激光器继续撞击材料,也必须停止该过程。我们将这一点归因于激光吸收的变化以及薄膜粗化固有的过程。相反,在与建立稳态温度曲线的初始孵育时间之后,以相对均匀的速率在初始孵育时间上进行脱模。

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