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基于分水岭图像分割

于 2022-09-24 发布 文件大小:3.61 MB
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为了帮助医生减少重复性工作,对肺部CT图像进行计算机辅助检测的技术被广泛应用于肺癌的诊断和治疗过程中。而图像处理是应用在,对CT图像中医生所关注的区域进行精确的分割和定位。因此需要选择一种合适的图像分割算法。  这里我们选择分水岭分割的方法。该方法可以有效地提取图像中我们所关注的区域。在灰度图像中使用分水岭方法可以将图像分割成不同的区域,每个区域就可能对应一个我们所关注的对象。对于这些图像的子区域可以进行进一步的处理。除此之外,分水岭方法还可以提取目标的轮廓等特征。

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