Lin Chih-Yang, Ching Yu-Tai, Yang Yun-Liang
Department of Electrical Engineering, Ta-Hwa Institute of Technology, Hsinchu 307, Taiwan, ROC.
IEEE Trans Inf Technol Biomed. 2007 Mar;11(2):179-89. doi: 10.1109/titb.2006.875661.
Gel electrophoresis (GE) is an important tool in genomic analysis. GE results are presented using images. Each image contains several vertical lanes. Each lane consists of several horizontal bands. Two lanes are identical if the relative positions of the bands are the same. We present a computer method designed to compare the lanes and identify identical lanes. This method, developed using many image-processing techniques, is applied to segment the lanes and bands in GE images. The lanes are then converted into "position vectors" that describe the positions of the bands. Comparing lanes becomes equivalent to comparing the position vectors. This method can accurately identify identical lanes, helping biologists to identify the identical lanes from many lanes with much less effort.
凝胶电泳(GE)是基因组分析中的一项重要工具。GE结果通过图像呈现。每张图像包含几条垂直泳道。每条泳道由几条水平条带组成。如果条带的相对位置相同,则两条泳道是相同的。我们提出了一种计算机方法,旨在比较泳道并识别相同的泳道。该方法利用多种图像处理技术开发,用于分割GE图像中的泳道和条带。然后将泳道转换为描述条带位置的“位置向量”。比较泳道就等同于比较位置向量。这种方法可以准确识别相同的泳道,帮助生物学家更轻松地从众多泳道中识别出相同的泳道。