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心脏医学超声图像序列的噪声抑制
Study on the Noise Suppression of Echocardiographic Image Sequences
【摘要】 从超声图像噪声的特点出发,利用各向异性扩散滤波技术,实现超声图像的自适应噪声抑制;并将其扩展到时间域图像序列的平滑中,以提高滤波的准确程度.模拟和临床实验表明:该方法可有效实现超声图像中斑点噪声的抑制,并提高图像序列的峰值信噪比;同时对心脏结构特征具有较好的保持和增强效果.
【Abstract】 The noise suppression of echocardiographic images should also increase the image contrast of heart structures.Based on the study of noise characteristic,this paper proposed a filtering approach which incorporates anisotropic diffusion with the noise distribution model.Then the method was extended into spatial-temporal region,for better smoothing accuracy.The experimental results show that the proposed algorithm is effective on noise suppression and contrast enhancement for echocardiographic images.
【关键词】 心脏超声图像;
斑点噪声;
特征增强;
各向异性扩散滤波;
【Key words】 echocardiography; speckle noise; contrast enhancement; anisotropic diffusion filtering;
【Key words】 echocardiography; speckle noise; contrast enhancement; anisotropic diffusion filtering;
- 【文献出处】 上海交通大学学报 ,Journal of Shanghai Jiaotong University , 编辑部邮箱 ,2006年11期
- 【分类号】TP391.41
- 【被引频次】6
- 【下载频次】183