Noise suppression in cone beam CT projection data

    公开(公告)号:US08494248B2

    公开(公告)日:2013-07-23

    申请号:US13693201

    申请日:2012-12-04

    IPC分类号: G06K9/00

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    NOISE SUPPRESSION IN CONE BEAM CT PROJECTION DATA

    公开(公告)号:US20130094747A1

    公开(公告)日:2013-04-18

    申请号:US13693201

    申请日:2012-12-04

    IPC分类号: A61B6/00

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    Noise suppression in diagnostic images
    3.
    发明授权
    Noise suppression in diagnostic images 有权
    诊断图像中的噪声抑制

    公开(公告)号:US08306302B2

    公开(公告)日:2012-11-06

    申请号:US12239844

    申请日:2008-09-29

    IPC分类号: G06K9/00

    摘要: A method for suppressing noise in a diagnostic image executes one or more iterations of segmenting the image to identify and label one or more regions in the image; and performing selective diffusion on at least one of the one or more labeled regions in the image. A homogeneity value is computed for the region. A diffusion conductance function is generated for the region according to an intensity gradient between adjacent digital image elements within the region. The diffusion process is applied to a plurality of digital image elements within the region.

    摘要翻译: 用于抑制诊断图像中的噪声的方法执行分割图像的一个或多个迭代,以识别和标记图像中的一个或多个区域; 以及对图像中的一个或多个标记区域中的至少一个进行选择性扩散。 计算该区域的均匀性值。 根据区域内的相邻数字图像元素之间的强度梯度,为该区域产生扩散电导函数。 扩散处理被应用于该区域内的多个数字图像元素。

    NOISE SUPPRESSION IN CONE BEAM CT PROJECTION DATA
    4.
    发明申请
    NOISE SUPPRESSION IN CONE BEAM CT PROJECTION DATA 有权
    锥形CT投影数据中的噪声抑制

    公开(公告)号:US20130094746A1

    公开(公告)日:2013-04-18

    申请号:US13693180

    申请日:2012-12-04

    IPC分类号: G06T7/00

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    摘要翻译: 至少部分地在逻辑处理器上执行的用于抑制诊断3-D图像中的噪声的方法在多个投影角度的每个投影角度捕获2-D图像投影数据,其中每个2-D图像投影具有 中心像素,并排列2-D图像投影数据,形成3-D数据集。 通过执行获得3-D数据集合的均匀性值的扩散滤波处理来处理每个2-D图像投影,根据相邻数字图像元素之间的强度梯度产生扩散电导函数,并施加扩散滤波 根据获得的均匀性值,所产生的扩散电导函数以及与投影中的每个像素与中心像素的距离相关的加权值对数字图像元素进行处理。 从处理的2-D图像投影重建诊断3-D图像。

    NOISE SUPPRESSION IN DIAGNOSTIC IMAGES
    5.
    发明申请
    NOISE SUPPRESSION IN DIAGNOSTIC IMAGES 有权
    诊断图像中的噪声抑制

    公开(公告)号:US20100080430A1

    公开(公告)日:2010-04-01

    申请号:US12239844

    申请日:2008-09-29

    IPC分类号: G06K9/40

    摘要: A method for suppressing noise in a diagnostic image executes one or more iterations of segmenting the image to identify and label one or more regions in the image; and performing selective diffusion on at least one of the one or more labeled regions in the image. A homogeneity value is computed for the region. A diffusion conductance function is generated for the region according to an intensity gradient between adjacent digital image elements within the region. The diffusion process is applied to a plurality of digital image elements within the region.

    摘要翻译: 用于抑制诊断图像中的噪声的方法执行分割图像的一个或多个迭代,以识别和标记图像中的一个或多个区域; 以及对图像中的一个或多个标记区域中的至少一个进行选择性扩散。 计算该区域的均匀性值。 根据区域内的相邻数字图像元素之间的强度梯度,为该区域产生扩散电导函数。 扩散处理被应用于该区域内的多个数字图像元素。

    Noise suppression in cone beam CT projection data
    6.
    发明授权
    Noise suppression in cone beam CT projection data 有权
    锥束CT投影数据中的噪声抑制

    公开(公告)号:US08346007B2

    公开(公告)日:2013-01-01

    申请号:US12644287

    申请日:2009-12-22

    IPC分类号: G06K9/40 G06K9/00 G06T15/00

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    摘要翻译: 至少部分地在逻辑处理器上执行的用于抑制诊断3-D图像中的噪声的方法在多个投影角度的每个投影角度捕获2-D图像投影数据,其中每个2-D图像投影具有 中心像素,并排列2-D图像投影数据,形成3-D数据集。 通过执行获得3-D数据集合的均匀性值的扩散滤波处理来处理每个2-D图像投影,根据相邻数字图像元素之间的强度梯度产生扩散电导函数,并施加扩散滤波 根据获得的均匀性值,所产生的扩散电导函数以及与投影中的每个像素与中心像素的距离相关的加权值对数字图像元素进行处理。 从处理的2-D图像投影重建诊断3-D图像。

    NOISE SUPPRESSION IN CONE BEAM CT PROJECTION DATA
    7.
    发明申请
    NOISE SUPPRESSION IN CONE BEAM CT PROJECTION DATA 有权
    锥形CT投影数据中的噪声抑制

    公开(公告)号:US20110150307A1

    公开(公告)日:2011-06-23

    申请号:US12644287

    申请日:2009-12-22

    IPC分类号: G06K9/40 G06K9/00

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    摘要翻译: 至少部分地在逻辑处理器上执行的用于抑制诊断3-D图像中的噪声的方法在多个投影角度的每个投影角度捕获2-D图像投影数据,其中每个2-D图像投影具有 中心像素,并排列2-D图像投影数据,形成3-D数据集。 通过执行获得3-D数据集合的均匀性值的扩散滤波处理来处理每个2-D图像投影,根据相邻数字图像元素之间的强度梯度产生扩散电导函数,并施加扩散滤波 根据获得的均匀性值,所产生的扩散电导函数以及与投影中的每个像素与中心像素的距离相关的加权值对数字图像元素进行处理。 从处理的2-D图像投影重建诊断3-D图像。

    Noise suppression in cone beam CT projection data
    8.
    发明授权
    Noise suppression in cone beam CT projection data 有权
    锥束CT投影数据中的噪声抑制

    公开(公告)号:US08630473B2

    公开(公告)日:2014-01-14

    申请号:US13693180

    申请日:2012-12-04

    IPC分类号: G06K9/00 G06K9/40

    摘要: A method for suppressing noise in a diagnostic 3-D image, executed at least in part on a logic processor, captures, at each of a number of projection angles, 2-D image projection data, wherein each 2-D image projection has a central pixel and arranges the 2-D image projection data to form a 3-D data set. Each of the 2-D image projections is processed by performing a diffusion filtering process that obtains a homogeneity value for the 3-D data set, generates a diffusion conductance function according to an intensity gradient between adjacent digital image elements, and applies the diffusion filtering process to digital image elements according to the obtained homogeneity value, the generated diffusion conductance function, and a weighting value that relates to the distance of each pixel in the projection from the central pixel. The diagnostic 3-D image is reconstructed from the processed 2-D image projections.

    摘要翻译: 至少部分地在逻辑处理器上执行的用于抑制诊断3-D图像中的噪声的方法在多个投影角度的每个投影角度捕获2-D图像投影数据,其中每个2-D图像投影具有 中心像素,并排列2-D图像投影数据,形成3-D数据集。 通过执行获得3-D数据集合的均匀性值的扩散滤波处理来处理每个2-D图像投影,根据相邻数字图像元素之间的强度梯度产生扩散电导函数,并施加扩散滤波 根据获得的均匀性值,所产生的扩散电导函数以及与投影中的每个像素与中心像素的距离相关的加权值对数字图像元素进行处理。 从处理的2-D图像投影重建诊断3-D图像。