用积极的等高线测定人肺的胸腔图像

Sintha Syaputri, Zulkarnain
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引用次数: 3

摘要

由于医学图像中包含的信息用于分析和确定肺的形状,因此对胸部x线肺部图像形式的医学图像对象的研究日益发展。在使用正确的方法分割过程中,需要进行归一化和图像改进。采用主动蛇形轮廓法是因为它能抵抗物体周围的噪声。本研究使用的是Matlab软件GUI程序版本R2015a。图像通过初始预处理阶段转换为灰度图像。分割过程采用初始化过程后的形式,以小圆曲线的形式放置待分割对象并确定活动轮廓的位置或确定轮廓的活动参数。活动轮廓参数值的确定对分割结果和活动轮廓运动方向影响很大。如果轮廓的活动坐标位置在待分割区域之外,则会导致活动轮廓远离对象。验证的水平分割结果的准确性是通过比较的结果蛇活动轮廓分割结果手动segmentationused MSE的方法
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SEGMENTASI CITRA THORAX PARU-PARU MANUSIA DARI SINAR-X MENGGUNAKAN METODE KONTUR AKTIF
Research on medical image objects in the form of lung images of thoracic X-Rayis increasingly being developed because the information contained in medical images is used to analyze and determine the shape of the lungs. The process of normalization and image improvement is needed and continued with the segmentation process using the right method. The active snake contour method is used because it is resistant to the noise around the object. The research has been usedthe Matlab software GUI program version R2015a. The image through the initial preprocessing stage is converted into a grayscale image. The segmentation process used after the initialization process in the form of a small circle curve placed of the object to be segmented and the determination position of the active contour or detemination of the active parameters of the contour. Determination of the value active contour parameters greatly influences the results of segmentation and influences the direction of active contour movement. If the active coordinate position of the contour is outside the area to be segmented it will cause active contours to move away from the object. Validation the level of accuracy of segmentation results is done by comparing the results of the snake active contour segmentation to the results of manual segmentationused MSE method
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