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    • 2. 发明申请
    • Nonrigid registration of cardiac perfusion MR images using adaptive local template matching
    • 使用自适应局部模板匹配的心脏灌注MR图像的非刚性注册
    • US20070014489A1
    • 2007-01-18
    • US11365273
    • 2006-03-01
    • Ying SunGareth Funka-Lea
    • Ying SunGareth Funka-Lea
    • G06K9/32G06K9/00
    • G06T7/20G06T7/0012G06T2207/30048
    • Motion of the heart during contrast enhancement is modeled at two hierarchical levels: global translation and local deformation. Large-scale, i.e., global, translational motion is identified using global template matching, while the local deformation of a portion of the object (e.g., the left ventricle where the object is a heart) is obtained using an adaptive local template matching scheme which adapts to the local edge distributions by varying the height and the width of the template as well as the location of the template followed by spatial regularization. To address the difficulty of rapid intensity changes across the image sequence as the contrast agent perfuse into the tissue, an edge-based similarity measure is used for template matching.
    • 在对比度增强过程中心脏的运动被建模在两个层次上:全局平移和局部变形。 使用全局模板匹配来确定大规模,即全局,平移运动,而使用自适应局部模板匹配方案获得对象部分(例如,对象是心脏的左心室)的局部变形, 通过改变模板的高度和宽度以及模板的位置跟随空间正则化来适应局部边缘分布。 为了解决造影剂灌注到组织中的图像序列之间的快速强度变化的难度,使用基于边缘的相似性度量来进行模板匹配。
    • 5. 发明授权
    • Nonrigid registration of cardiac perfusion MR images using adaptive local template matching
    • 使用自适应局部模板匹配的心脏灌注MR图像的非刚性注册
    • US07672540B2
    • 2010-03-02
    • US11365273
    • 2006-03-01
    • Ying SunGareth Funka-Lea
    • Ying SunGareth Funka-Lea
    • G06K9/32G06K9/00
    • G06T7/20G06T7/0012G06T2207/30048
    • Motion of the heart during contrast enhancement is modeled at two hierarchical levels: global translation and local deformation. Large-scale, i.e., global, translational motion is identified using global template matching, while the local deformation of a portion of the object (e.g., the left ventricle where the object is a heart) is obtained using an adaptive local template matching scheme which adapts to the local edge distributions by varying the height and the width of the template as well as the location of the template followed by spatial regularization. To address the difficulty of rapid intensity changes across the image sequence as the contrast agent perfuse into the tissue, an edge-based similarity measure is used for template matching.
    • 在对比度增强过程中心脏的运动被建模在两个层次上:全局平移和局部变形。 使用全局模板匹配来确定大规模,即全局,平移运动,而使用自适应局部模板匹配方案获得对象部分(例如,对象是心脏的左心室)的局部变形, 通过改变模板的高度和宽度以及模板的位置跟随空间正则化来适应局部边缘分布。 为了解决造影剂灌注到组织中的图像序列之间的快速强度变化的难度,使用基于边缘的相似性度量来进行模板匹配。