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Bands detection and Lanes segmentation in DNA Fingerprint images

机译:DNA指纹图像中的条带检测和泳道分割

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摘要

Gel electrophoresis (GE) is a widely used technique to separate DNA sequence according to their size and weight, GE results are presented using images. In this paper, we present a scheme that aims to detect and segment the lanes in DNA gel images without any human interventions. We have successfully implemented an image processing scheme to automatically detect and segment the lanes in DNA gel images, applying this scheme to several DNA fingerprint gel images ,all the lanes are successfully segmented. Also we have obtained up to 99.5% accuracy for the segmentation of lanes in good quality images. The proposed scheme is compared with other techniques and the comparison shows that it has a minimum error rate.
机译:凝胶电泳(GE)是一种广泛使用的技术,可根据其大小和重量分离DNA序列,使用图像显示GE结果。在本文中,我们提出了一种旨在无需任何人为干预即可检测和分割DNA凝胶图像中泳道的方案。我们已经成功地实现了一种图像处理方案来自动检测和分割DNA凝胶图像中的泳道,并将该方案应用于多个DNA指纹凝胶图像中,所有泳道均被成功分割。同样,我们也获得了高达99.5%的精度,可以对高质量图像中的车道进行分割。将该方案与其他技术进行比较,比较表明该方案具有最小的错误率。

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