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    • 5. 发明申请
    • SYSTEM AND METHOD FOR APPLYING ACTIVE APPEARANCE MODELS TO IMAGE ANALYSIS
    • 将活动外观模型应用于图像分析的系统和方法
    • WO2005073914A1
    • 2005-08-11
    • PCT/CA2004/000134
    • 2004-01-30
    • CEDARA SOFTWARE CORPORATIONACCOMAZZI, VittorioBORDEGARI, DiegoJAN, EllenTATE, PeterGEIGER, Paul
    • ACCOMAZZI, VittorioBORDEGARI, DiegoJAN, EllenTATE, PeterGEIGER, Paul
    • G06T7/00
    • 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.
    • 一种具有用于解释数字图像的统计外观模型的图像处理系统和方法。 外观模型至少有一个模型参数。 所述系统和方法包括包括相关联的第一统计关系的二维第一模型对象,所述第一模型对象被配置为在数字图像中变形以近似二维第一目标对象的形状和纹理。 还包括一个搜索模块,用于选择和应用第一模型对象到图像上,用于生成近似第一目标对象的形状和纹理的二维第一输出对象,搜索模块计算第一输出对象和 第一个目标对象。 还包括用于将表示第一输出对象的数据提供给输出的输出模块。 处理系统使用内插来改善图像分割,以及针对各种目标对象配置优化的多个模型。 还包括与模型参数相关联的模型标签,使得标签归因于溶液图像以辅助患者诊断。
    • 7. 发明申请
    • METHOD AND SYSTEM FOR ENHANCING DIGITAL IMAGES
    • 用于增强数字图像的方法和系统
    • WO2007059602A1
    • 2007-05-31
    • PCT/CA2006/001707
    • 2006-10-19
    • CEDARA SOFTWARE CORP.GEIGER, PaulACCOMAZZI, Vittorio
    • GEIGER, PaulACCOMAZZI, Vittorio
    • G06T5/00
    • G06T5/20G06T5/004G06T5/007G06T2207/20016G06T2207/20032G06T2207/20048G06T2207/30004
    • A system and method for enhancing digital images is described. A digital image is transformed into a series of decomposed images in frequency bands, or different resolution grids A decomposed image is noise suppressed and contrast enhanced Representative value of signal at each pixel is computed based on contributions to signals from pixels in a neighborhood of the pixel. Lookup tables are applied to pixel values to selectively enhance signal in a predetermined range of signal strength. Another set of lookup tables are applied to pixel values to suppress noise components contained therein Optionally, operations are applied to decomposed images to suppress quantum noise, enhance object edges or enhance global contrast, among others These decomposed images, after signal enhancement and noise suppression, are then recombined to result in an enhanced image
    • 描述了用于增强数字图像的系统和方法。 数字图像被转换成频带中的一系列分解图像,或不同的分辨率网格A分解图像被噪声抑制和对比度增强基于对像素附近的像素的信号的贡献来计算每个像素处的信号的代表值 。 将查找表应用于像素值以选择性地增强在预定信号强度范围内的信号。 将另一组查找表应用于像素值以抑制包含在其中的噪声分量。可选地,将操作应用于分解图像以抑制量子噪声,增强对象边缘或增强全局对比度等。在信号增强和噪声抑制之后,这些分解图像, 然后重新组合以产生增强的图像