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KIND OF X-RAY CHEST IMAGE RIB SUPPRESSION METHOD BASED ON POISSON MODEL

机译:基于泊松模型的X射线胸图像肋骨抑制方法

摘要

A X-ray chest image rib suppression method based on Poisson model. It conducts contourlet transformation on the image and utilizes transformation coefficient correlation between different scales to conduct texture enhancement on the image; it designs strip-type detection filter in accordance with the Hessian matrix eigenvalue to the image and detects the area where the rib locates in; it combines enhanced texture and rib area information, establishes and solves rib suppression Poisson model, realizing the rib suppression in the image. Anisortropy and contourlet transformation multi-direction feature is utilized, scale and coefficients direction information are combined and distinction degree between texture and noise improves, enhancing texture while restraining noise; it realizes ribs suppression through solving the Poisson model, which does not need to conduct accurate segmentation on the rib, prevents unnatural transition problem of edges resulted from explicit ribs suppression and effectively suppress the ribs, improving observation effect of X-ray chest image.
机译:基于泊松模型的X射线胸腔图像肋骨抑制方法。它对图像进行轮廓波变换,并利用不同尺度之间的变换系数相关性对图像进行纹理增强。根据图像的Hessian矩阵特征值设计带状检测滤波器,并检测肋骨所在的区域。它结合了增强的纹理和肋骨面积信息,建立并求解了肋骨抑制泊松模型,实现了图像中的肋骨抑制。利用各向异性和轮廓波变换的多方向特征,结合尺度和系数方向信息,提高了纹理与噪声的区分度,在抑制噪声的同时增强了纹理。通过求解泊松模型实现了肋骨的抑制,不需要对肋骨进行精确的分割,避免了明显的肋骨压制导致的边缘不自然的过渡问题,有效地抑制了肋骨,提高了X线胸片的观察效果。

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