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    • 3. 发明申请
    • BIDIRECTIONAL BLOOD VESSEL SEGMENTATION
    • 双向血液分类
    • US20150003694A1
    • 2015-01-01
    • US13930465
    • 2013-06-28
    • International Business Machines Corporation
    • David J. BeymerRitwik K. KumarTanveer F. Syeda-MahmoodFei WangYong Zhang
    • G06T7/00
    • G06T7/0012G06T5/002G06T7/11G06T7/194G06T2207/30101
    • Embodiments relate to segmenting blood vessels in angiogram images. An aspect includes a method that includes receiving and preprocessing at least one angiogram frame and preprocessing. In one embodiment, at least one angiogram frame is received and preprocessed. Bottom-up filtering of the preprocessed angiogram frame and top-down segmentation of the preprocessed angiogram frame are performed based on the results of the bottom-up filtering. The bottom-up filtering and the top-down segmentation are iteratively repeated until the difference between results of the top-down segmentation from consecutive iterations is equal to or below a threshold value. Based on determining that a difference between results of the top-down segmentation from consecutive iterations is below or equal to the threshold value, the results of the top-down segmentation are outputted.
    • 实施例涉及在血管造影图像中分割血管。 一个方面包括一种方法,包括接收和预处理至少一个血管造影框和预处理。 在一个实施例中,接收至少一个血管造影框并进行预处理。 基于自底向上过滤的结果,执行预处理的血管造影框的自底向上过滤和预处理的血管造影图的自上而下的分割。 自下而上的滤波和自上而下的分割被迭代重复,直到来自连续迭代的自顶向下分段的结果之间的差异等于或低于阈值。 基于确定连续迭代的自顶向下分段的结果之间的差异低于或等于阈值,输出自顶向下分割的结果。
    • 4. 发明授权
    • Bidirectional blood vessel segmentation
    • 双向血管分割
    • US09064306B2
    • 2015-06-23
    • US13972052
    • 2013-08-21
    • International Business Machines Corporation
    • David J. BeymerRitwik K. KumarTanveer F. Syeda-MahmoodFei WangYong Zhang
    • G06K9/00G06T7/00B41M5/00
    • G06T7/0012G06T5/002G06T7/11G06T7/194G06T2207/30101
    • Embodiments relate to segmenting blood vessels in angiogram images. An aspect includes a method that includes receiving and preprocessing at least one angiogram frame and preprocessing. In one embodiment, at least one angiogram frame is received and preprocessed. Bottom-up filtering of the preprocessed angiogram frame and top-down segmentation of the preprocessed angiogram frame are performed based on the results of the bottom-up filtering. The bottom-up filtering and the top-down segmentation are iteratively repeated until the difference between results of the top-down segmentation from consecutive iterations is equal to or below a threshold value. Based on determining that a difference between results of the top-down segmentation from consecutive iterations is below or equal to the threshold value, the results of the top-down segmentation are outputted.
    • 实施例涉及在血管造影图像中分割血管。 一个方面包括一种方法,包括接收和预处理至少一个血管造影框和预处理。 在一个实施例中,接收至少一个血管造影框并进行预处理。 基于自底向上过滤的结果,执行预处理的血管造影框的自底向上过滤和预处理的血管造影图的自上而下的分割。 自下而上的滤波和自上而下的分割被迭代重复,直到来自连续迭代的自顶向下分段的结果之间的差异等于或低于阈值。 基于确定连续迭代的自顶向下分段的结果之间的差异低于或等于阈值,输出自顶向下分割的结果。