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Novel multispectral imaging microscope with applications to biomedicine

机译:新型多光谱成像显微镜及其在生物医学中的应用

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This paper describes a novel multispectral imaging microscope that can simultaneously record both spectral and spatial information of a sample, which can take advantage of spatial image processing and spectroscopic analysis techniques. A Liquid Crystal Tunable Filter device is used for fast wavelength selection and a cooled two-dimensional monochrome CCD for image detection. In order to acquire images that are not so dependent on imaging devices, a clever CCD exposure time control and a software based spectral and spatial calibration process is performed to diminish the influence of illumination, optic ununiformity, CCD's spectral response curve and optic throughput property. A set of multispectral image processing and analysis software package is developed, which covers not only general image processing and analysis functions, and also provides powerful analysis tools for multispectral image data, including multispectral image acquisition, illumination and system response calibration, spectral analysis and etc. The combination of spatial and spectral analysis makes it an ideal tool for the applications to biomedicine. In this paper, two applications in biomedicine are also presented. One is medical image segmentation. Using multispectral imaging techniques, a mass of experiments on both marrow bone and cervical cell images showed that our segmentation results are highly satisfactory while with low computational cost. Another is biological imaging spectroscopic analysis in the study of pollen grains in rice. The results showed that the transmittance analysis of multispectral pollen images can accurately identify the pollen abortion stage of male-sterile rice, and can easily distinguish a variety of male sterile cytoplasm.
机译:本文介绍了一种新颖的多光谱成像显微镜,它可以同时记录样品的光谱和空间信息,从而可以利用空间图像处理和光谱分析技术。液晶可调滤光器装置用于快速波长选择,而冷却的二维单色CCD用于图像检测。为了获取不那么依赖成像设备的图像,需要执行聪明的CCD曝光时间控制以及基于软件的光谱和空间校准过程,以减少照明,光学不均匀性,CCD光谱响应曲线和光学通量特性的影响。开发了一套多光谱图像处理和分析软件包,它不仅涵盖一般的图像处理和分析功能,还提供了用于多光谱图像数据的强大分析工具,包括多光谱图像采集,照明和系统响应校准,光谱分析等。空间和光谱分析的结合使其成为生物医学应用的理想工具。本文还介绍了在生物医学中的两个应用。一种是医学图像分割。使用多光谱成像技术,对骨髓和宫颈细胞图像的大量实验表明,我们的分割结果非常令人满意,而计算成本却很低。另一个是在水稻花粉粒研究中的生物成像光谱分析。结果表明,多光谱花粉图像的透射率分析可以准确地识别雄性不育水稻的花粉流产阶段,并可以轻松地区分多种雄性不育细胞质。

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