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Near-field optical and atomic force constraints for superresolution 3D deconvolution in far-field optical microscopy

机译:远场光学显微镜中用于超分辨率3D反卷积的近场光学和原子力约束

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Abstract: We demonstrate that near-field optical and atomic force microscopy data can be used for super-resolution 3D image restoration in optical sectioning fluorescence microscopy. A crucial feature in this approach is the full integration of such data sets with digital far-field images. The scanned probe data is used to provide modalities for boundary constraints which define surface optical information and spatial domains of optical alterations in a sample with a spatial precision that has been unachievable in the past. A restoration algorithm that can use such a complex of data for 3D image deconvolution is presented. It uses a Tikhonov- Miller regularization scheme and allows for the imposition of different types of constraints to obtain super-resolution deconvolved images. Performance was tested by using simulated 3D imaging. An example is given of the restoration of a 3D wide field optical image of a biological specimen in the presence of atomic force constraints.!17
机译:摘要:我们证明近场光学和原子力显微镜数据可用于光学切片荧光显微镜中的超分辨率3D图像恢复。这种方法的关键特征是将此类数据集与数字远场图像完全集成。扫描的探针数据用于提供边界约束的模态,边界约束以过去无法实现的空间精度来定义样本中的表面光学信息和光学变化的空间域。提出了一种可以使用如此复杂的数据进行3D图像反卷积的恢复算法。它使用Tikhonov-Miller正则化方案,并允许施加不同类型的约束,以获得超分辨率反卷积图像。通过使用模拟3D成像测试了性能。举一个例子,在存在原子力约束的情况下恢复生物样本的3D广角光学图像!17

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