基于内容的医学图像检索 |
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引用本文: | 艾克热木·阿西木,孔德伟,许冬梅,毛丽萍,孙静,木拉提·哈米提. 基于内容的医学图像检索[J]. 重庆理工大学学报(自然科学版), 2008, 22(8) |
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作者姓名: | 艾克热木& #183 阿西木,孔德伟,许冬梅,毛丽萍,孙静,木拉提& #183 哈米提 |
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作者单位: | 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 |
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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.
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关 键 词: | 图像处理 特征提取 图像分割 纹理分析 形状分析 |
Research of Content-based Image Retrieval |
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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. |
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Keywords: | image processing feature extraction image segmentation texture analysis shape analysis |
本文献已被 CNKI 维普 等数据库收录! |
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