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基于内容的医学图像检索

Research of Content-based Image Retrieval

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【作者】 艾克热木·阿西木孔德伟许冬梅毛丽萍孙静木拉提·哈米提

【Author】 Aikeremu·Aximu a,KONG De-wei b,XU Dong-mei c,MAO Li-ping d,SUN Jingd,Murat·Hamit d(a.Section of XMU Network Management;b.Video Center of First XMU-affiliated Hospital;c.College of Medical Engineering and Technology;d.College of Engineering and Technology,Xinjiang Medical University,Urumqi 830054,China)

【机构】 新疆医科大学网络管理科新疆医科大学第一附属医院影像中心新疆医科大学医学工程技术学院新疆医科大学工程技术学院

【摘要】 通过提取如图像的颜色、纹理、形状和空间关系等底层特征来建立索引,然后通过计算比较这些特征和查询条件之间的相似度来判断2个图像的相似程度,将相似度较高的图像显示给用户,进而完成图像检索.通过以建立医学图像的特征矢量作为其索引,使用医学图像的多维特征进行相似查询,可提高临床医师的确诊率.

【Abstract】 Methods: The technology of content-based image retrieval in medicine is to inquire the related image or information based on the content of the given image.First it’s image pretreatment from optics and digital medicine angles.Second the image character extracting is drawn in,discussing the super ion of each method of extracting,and finally the main method is decided.Results: The method of content-based image matching is to analyze the image information ground on the low level character of the medical image,according to color,grain,shape etc.Conclusion: Through building up the image character index,the matching method based on the multimensional characters to inquire makes sense in raising the rate of making a definite diagnosis,and promoting the informatization of the autonomous region.

【基金】 新疆维吾尔自治区科学技术厅新疆少数民族科技骨干人才特殊培养科研专项基金资助项目
  • 【文献出处】 重庆工学院学报(自然科学版) ,Journal of Chongqing Institute of Technology(Natural Science) , 编辑部邮箱 ,2008年08期
  • 【分类号】TP391.3
  • 【下载频次】179
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