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    • 3. 发明公开
    • SYSTEM AND METHOD FOR APPLYING ACTIVE APPEARANCE MODELS TO IMAGE ANALYSIS
    • 系统和方法照射活性幽灵模型图像分析
    • EP1714249A1
    • 2006-10-25
    • EP04706585.9
    • 2004-01-30
    • Cedara Software Corp.
    • ACCOMAZZI, VittorioBORDEGARI, DiegoJAN, EllenTATE, PeterGEIGER, Paul
    • G06T7/00G06T7/20
    • G06K9/621G06T7/0012G06T7/11G06T7/149G06T7/251G06T2207/20081G06T2207/30004
    • An image processing system and method having a statistical appearance model for interpreting a digital image. The appearance model has at least one model parameter. The system and method comprises a two dimensional first model object including an associated first statistical relationship, the first model object configured for deforming to approximate,a shape and texture of a two dimensional first target object in the digital image. Also included is a search module for selecting and applying the first model object to the image for generating a two dimensional first output object approximating the shape and texture of the first target object, the search module calculating a first error between the first output object and the first target object. Also included is an output module for providing data representing the first output object to an output. The processing system uses interpolation for improving image segmentation, as well as multiple models optimised for various target object configurations. Also included is a model labelling that is associated with model parameters, such that the labelling is attributed to solution images to aid in patient diagnosis.
    • 一种图像处理系统和方法,其具有用于解释数字图像的统计外观模型。 外观模型具有至少一个模型参数。 该系统和方法包括二维第一模型对象包括相关联的第一统计关系,配置用于变形为近似于二维第一targetObject的形状和纹理的数字图像中的第一模型对象。 所以包括的是用于选择和运用所述第一模型对象的图像用于生成二维第一输出对象近似的形状和所述第一目标对象的纹理的搜索模块,搜索模块计算所述第一输出对象和之间的第一误差 第一目标对象。 所以包括的是用于提供表示所述第一输出对象,输出到数据输出模块。 所述处理系统使用的内插用于提高图像分割,以及优化的各种目标对象配置多个模型。 等收录是一个模型标记确实与模型参数相关联,并检查标签归因于解决图像在患者的诊断提供帮助。