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A method for normalization and enhancement of MRI brain images by multiscale filtering

机译:多尺度过滤的归一化和增强MRI脑图像的方法

摘要

Problem to be solved: to provide a three-dimensional MRI image processing method of voxel including brain material.Multiscale filtering is used to normalize the voxel intensity in MRI images.The image generated by the multi scale filter applied to the low MRI image is compared with the original image, and the Roma abnormality (i.e., intensity change) is corrected based on the comparison.In one approach, the intensity of the image is increased for the dark voxel rather than the multiscale filtered version, and the brightest voxel is less than the multiscale filtered version.In other embodiments, further features are provided based on a multiscale gradient, which may be used in combination with other approaches to segment MRI images.A positive gradient voxel may represent the brain gray that is bound by the brain white matter, and the negative gradient voxel may represent the brain white matter that is bound by the brain gray matter.Diagram
机译:要解决的问题:提供一种三维MRI图像处理方法,包括脑材料。多尺度过滤用于归一化MRI图像中的体素强度。将应用于低MRI图像的多尺度滤波器产生的图像与原始图像进行比较,并且基于比较来校正ROMA异常​​(即强度变化) 。在一种方法中,为暗体素而不是多尺度过滤版本的图像强度增加,并且最亮的体素小于多尺寸过滤的版本。在其他实施例中,基于多尺度梯度提供了进一步的特征可以与分段MRI图像的其他方法组合使用。阳性梯度体素可以代表被脑白物束缚的脑灰色,阴性梯度体素可以代表被脑灰质结合的脑白物质。图表

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