Segmentation and statistical analysis of images with intracellular fluorescent dye concentrations of living cells

机译：细胞内荧光染料浓度对活细胞的图像分割和统计分析

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In this paper a comparison of suitability for different segmentation schemes applied to test images of different complexity with intracellular fluorescent dye concentrations of living cells is presented. The analysis of experimental results is done for the segmented images using color segmentation method, adaptive intensity histogram segmentation method and edge threshold segmentation method. The statistical analysis of the data obtained from images using different segmentation methods is also discussed. Two different segmentations methods can be applied to the same image before the statistical analysis is carried out. Our system implemented in Visual C++ allows analysis of statistic information for part of an image, for the whole image and for the group of images. All the operations have multi-step undo and redo functions and are performed fast even for complicated images.

机译：在本文中，比较了适用于测试具有不同复杂度的图像的不同分割方案与活细胞的细胞内荧光染料浓度的适用性。利用颜色分割法，自适应强度直方图分割法和边缘阈值分割法对分割后的图像进行实验结果分析。还讨论了使用不同分割方法从图像获得的数据的统计分析。在进行统计分析之前，可以将两种不同的分割方法应用于同一图像。我们的系统以Visual C ++实现，可以分析部分图像，整个图像以及一组图像的统计信息。所有操作都具有多步撤消和重做功能，即使对于复杂的图像也可以快速执行。

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来源
《Conference on Optical Diagnostics of Living Cells Ⅴ, Jan 23-25, 2002, San Jose, USA》|2002年|p.40-51|共12页
会议地点 San Jose CA(US)
作者
Bogdan J. Falkowski; Beata T. Olejnicka;
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作者单位

Nanyang Technological University, School of Electrical and Electronic Engineering, Block S1, 50 Nanyang Avenue, Singapore 639798;

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原文格式 PDF
正文语种 eng
中图分类基础医学;
关键词
color cube segmentation; intensity histogram segmentation; edge detection segmentation; statistical analysis;

机译：颜色立方体分割；强度直方图分割边缘检测分割统计分析;

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1. Measurement of intracellular concentrations of fluorescently-labeled targets in living cells. [J] . Yedutenko M., Cherkas V. P., Dovgan A. V., Acta physiologica . 2015,第Suppla705期

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Segmentation and statistical analysis of images with intracellular fluorescent dye concentrations of living cells

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