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滤除血管减影图像噪声的多SE形态金字塔法
Filter of noises for DSA using Multi-SE morphological pyramid
【摘要】 在广义形态滤波器的基础上,与金字塔算法结合,提出了一种新的血管减影图像滤波器——多SE形态金字塔它利用不同的结构元在金字塔的各层图像上进行形态运算,达到多尺度滤出噪声,同时尽可能多地保留图像几何特征的目的还给出了实例,并与传统的形态金字塔进行比较结果表明,新滤波器具有更好的噪声抑制和细节保持能力。
【Abstract】 A new filter used in DSA is discussed. It combine s GMF(Generalized Morphological Filter) with pyramid and makes some morphological operations in every level of pyramid using different structuring elements called multi-SE morphological pyramid, so that the noises can be suppressed in multi-scales and geometrical features be preserved. The examples is also given comparing the new filter with normal morphological pyramid. Results shows that the new filter posses more strong abilities in suppression of noises and preservation of fine geometrical features.
【关键词】 血管减影图;
数学形态学;
结构元(SE);
多SE形态金字塔;
【Key words】 digital subtract angiography(DSA); mathematical morphology; structuring element(SE); multi-SE morphological pyramid;
【Key words】 digital subtract angiography(DSA); mathematical morphology; structuring element(SE); multi-SE morphological pyramid;
【基金】 国家自然科学基金!19972044;广东省自然科学基金!990668
- 【文献出处】 暨南大学学报(自然科学与医学版) ,JOURNAL OF JINAN UNIVERSITY(NATURAL SCIENCE & MEDICINE EDITION) , 编辑部邮箱 ,2000年01期
- 【分类号】R814.43
- 【被引频次】11
- 【下载频次】48