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[一种用于肾组织切片图像分析的细胞核区域提取方法]

[A nucleus area extraction method for image analysis of kidney-tissue slice].

作者信息

Zhang Jun, Zhu Hong

机构信息

Department of Information and Control, Xi'an Institute of Post & Telecommunications, Xi'an 710061, China.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2007 Aug;24(4):923-7.

Abstract

To analyze the nuclei in the glomeruli of human kidneys, the problem of miss extraction or wrong extraction of nuclei caused by the effects of many factors during making slice must be solved. Aiming at this question, this paper proposed a dynamic thresholding method using eigenvalue feedback strategy based on multicenter. First, according to the information of R channel in the RGB color space and the information of C channel in the CMYK color space, after the process of filtering by LOG, we can get the correct positions of nuclei. Second, adjusting the threshold value surface by eigenvalue feedback strategy, we can solve the problem of conglutination of different nuclei. Then by combining the position information of nuclei, we can realize the nuclei segmentation accurately. The experimental results have demonstrated the high precision of this method.

摘要

为了分析人类肾脏肾小球中的细胞核,必须解决在切片制作过程中由于多种因素的影响导致细胞核提取遗漏或错误提取的问题。针对这一问题,本文提出了一种基于多中心特征值反馈策略的动态阈值方法。首先,根据RGB颜色空间中R通道的信息和CMYK颜色空间中C通道的信息,经过LOG滤波处理后,我们可以得到细胞核的正确位置。其次,通过特征值反馈策略调整阈值曲面,我们可以解决不同细胞核粘连的问题。然后结合细胞核的位置信息,我们可以准确地实现细胞核分割。实验结果证明了该方法的高精度。

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