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New method for wall cells detection in Arabidopsis thaliana leaves

机译:拟南芥叶片壁细胞检测的新方法

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摘要

A new image processing method for cell detection in leaves of Arabidopsis thaliana is presented. Using complementary image processing techniques, we introduce a good way to obtain the original cell contour shapes, surpassing the limitations given by factors like noise, stomata, blurred edges, and non-uniform illumination. Preliminary results show this process minimizes considerably the time of cell detection in comparison with the traditional biology methods that include a tedious freehand path, and produces matching percentages of true borders over 80%. Experimental results are shown.
机译:提出了一种用于拟南芥叶片细胞检测的新图像处理方法。使用互补的图像处理技术,我们引入了一种获得原始细胞轮廓形状的好方法,从而克服了噪声,气孔,边缘模糊和照明不均匀等因素所带来的限制。初步结果显示,与传统的生物学方法(包括繁琐的徒手绘制路径)相比,此过程可最大程度地减少细胞检测时间,并产生超过80%的真实边界匹配百分比。显示了实验结果。

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