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基于模糊和多分辨分析的骨肿瘤X光图像分割
引用本文:陈少卿,吴朝霞,程敬之. 基于模糊和多分辨分析的骨肿瘤X光图像分割[J]. 计算机学报, 1999, 22(7): 698-702
作者姓名:陈少卿  吴朝霞  程敬之
作者单位:西安交通大学电信学院生物医学工程系,西安,710049
摘    要:根据骨肿瘤X光图像的局部区域特性,采用多分辨图像处理和模糊聚类方法对它进行分割,分割由以下几步来完成;(1)将图像分成相互交叠的子图像块;(2)采用基于模糊连接的多分辨图像处理算法对各子图像进行处理;(3)对各子图像的处理结果利用模糊聚类方法选择阈值,该方法应用于临床骨肿瘤X光图像,获得了良好的分割。

关 键 词:模糊  多分辨分析  图像分割  骨肿瘤
修稿时间:1998-06-08

SEGMENTATION OF X-RAY IMAGES OF OSTEOMA BASED FUZZY AND MULTIRESOLUTION ANALYSIS
CHEN Shao-qing,WU Zhao-xia,CHENG Jing-zhi. SEGMENTATION OF X-RAY IMAGES OF OSTEOMA BASED FUZZY AND MULTIRESOLUTION ANALYSIS[J]. Chinese Journal of Computers, 1999, 22(7): 698-702
Authors:CHEN Shao-qing  WU Zhao-xia  CHENG Jing-zhi
Abstract:In this paper, X ray images of osteoma are segmented by using multiresolution image processing and fuzzy clustering algorithm according to the local properties of the image. The segmentation strategy is accomplished through following three steps: first, partitioning the image into a set of overlapping subimages; second, localizing the multiresolution image processing algorithm using fuzzy pyramid linking to subimages of the original image; finally, the output is thresholded using fuzzy clustering algorithm. The algorithm to clinic X ray images of osteoma is applied,and the satisfying segmentation results are got.
Keywords:Fuzzy   multiresolution analysis   image segmentation   osteoma.
本文献已被 CNKI 维普 万方数据 等数据库收录!
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