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Image Processing for Drift Compensation in Fluorescence Microscopy

机译:荧光显微镜中漂移补偿的图像处理

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Fluorescence microscopy is characterized by low background noise, thus a fluorescent object appears as an area of high signaloise. Thermal gradients may result in apparent motion of the object, leading to a blurred image. Here, we have developed an image processing methodology that may remove/reduce blur significantly for any type of microscopy. A total of~100 images were acquired with a pixel size of 30 nm. The acquisition time for each image was approximately 1 second. We can quantity the drift in X and Y using the sub pixel accuracy computed centroid location of an image object in each frame. We can measure drifts down to approximately 10 nm in size and a drift-compensated image can therefore be reconstructed on a grid of the same size using the "Shift and Add" approach leading to an image of identical size as the individual image. We have also reconstructed the image using a 3 fold larger grid with a pixel size of 10 nm. The resulting images reveal details at the diffraction limit. In principle we can only compensate for inter-image drift - thus the drift that takes place during the acquisition time for the individual image is not corrected. We believe that our results are of general applicability in microscopy and other types of imaging. A prerequisite for our method is the presence of a trackable object in the image such as a cell nucleus.
机译:荧光显微镜的特点是背景噪声低,因此荧光物体显示为高信号/噪声区域。热梯度可能会导致物体出现明显的运动,从而导致图像模糊。在这里,我们开发了一种图像处理方法,可以显着消除/减少任何类型的显微镜的模糊。共获得约100张图像,像素大小为30 nm。每个图像的采集时间约为1秒。我们可以使用子像素精度计算的每个帧中图像对象的质心位置来量化X和Y中的漂移。我们可以测量到大约10 nm大小的漂移,因此可以使用“ Shift and Add”方法在相同大小的网格上重建经过漂移补偿的图像,从而得到与单个图像大小相同的图像。我们还使用3倍大的像素为10 nm的网格重建了图像。所得图像揭示了衍射极限处的细节。原则上,我们只能补偿图像间的漂移-因此,无法校正在采集时间内针对单个图像发生的漂移。我们相信我们的结果在显微镜和其他类型的成像中具有普遍适用性。我们的方法的先决条件是图像中存在可跟踪对象,例如细胞核。

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