IMAGE PROCESSING METHODS AND APPARATUS
    2.
    发明申请
    IMAGE PROCESSING METHODS AND APPARATUS 失效
    图像处理方法和装置

    公开(公告)号:US20090169096A1

    公开(公告)日:2009-07-02

    申请号:US12089140

    申请日:2006-10-12

    摘要: We describe methods of characterising a set of images to determine their respective illumination, for example for recovering the 3D shape of an illuminated object. The method comprises: inputting a first set of images of the object captured from different positions; determining frontier point data from the images, this defining a plurality of frontier points on the object and for each said frontier point a direction of a normal to the surface of the object at the frontier point, and determining data defining the image capture positions; inputting a second set of images of said object, having substantially the same viewpoint and different illumination conditions; and characterising the second set of images said frontier point data to determine data comprising object reflectance parameter data (β) and, for each image of said second set, illumination data (L) comprising data defining an illumination direction and illumination intensity for the image.

    摘要翻译: 我们描述表征一组图像的方法以确定它们各自的照明,例如用于恢复被照亮物体的3D形状。 该方法包括:输入从不同位置捕获的对象的第一组图像; 确定来自图像的边界点数据,其定义对象上的多个边界点,并为每个所述前沿点定义在边界点处的对象的表面的法线方向,以及确定定义图像捕获位置的数据; 输入所述对象的第二组图像,具有基本上相同的视点和不同的照明条件; 并且表征第二组图像,所述边界点数据以确定包括对象反射参数数据(β)的数据,并且对于所述第二组的每个图像,包括限定图像的照明方向和照明强度的数据的照明数据(L)。

    System and method for semantic indexing and navigation of volumetric images
    4.
    发明授权
    System and method for semantic indexing and navigation of volumetric images 有权
    体积图像语义索引和导航的系统和方法

    公开(公告)号:US07889898B2

    公开(公告)日:2011-02-15

    申请号:US11532556

    申请日:2006-09-18

    IPC分类号: G06K9/00

    摘要: A method for navigating digital medical images includes providing a digitized patient medical image of a structure of interest in a patient, using a pre-trained classifier to segment the structure of interest from the image, creating links from the structure of interest to a corresponding structure in an anatomical atlas, receiving a query to view the structure of interest, parsing the query to identify one or more keywords from noun phrases in the query, mapping a keyword to a corresponding structure in the anatomical atlas, wherein the anatomical atlas structure is associated with a link to the corresponding structure in the patient image, and following the link to display said patient structure of interest.

    摘要翻译: 用于导航数字医学图像的方法包括使用预训练的分类器从图像中分割感兴趣的结构,从感兴趣的结构到相应的结构建立链接来提供患者的感兴趣的结构的数字化的患者医学图像 在解剖图谱中,接收查询以查看感兴趣的结构,解析查询以从查询中的名词短语识别一个或多个关键词,将关键字映射到解剖图谱中的对应结构,其中解剖图谱结构相关联 具有到患者图像中的对应结构的链接,并且跟随链接以显示感兴趣的所述患者结构。

    System and method for fetal biometric measurements from ultrasound data and fusion of same for estimation of fetal gestational age
    5.
    发明授权
    System and method for fetal biometric measurements from ultrasound data and fusion of same for estimation of fetal gestational age 有权
    用于胎儿生物测量的系统和方法,用于从胎儿胎龄估计胎儿生物测定的超声数据和融合

    公开(公告)号:US07783095B2

    公开(公告)日:2010-08-24

    申请号:US11463341

    申请日:2006-08-09

    IPC分类号: G06K9/00

    摘要: A method for segmenting and measuring anatomical structures in fetal ultrasound images includes the steps of providing a digitized ultrasound image of a fetus comprising a plurality of intensities corresponding to a domain of points on a 3-dimensional grid, providing a plurality of classifiers trained to detect anatomical structures in said image of said fetus, and segmenting and measuring an anatomical structure using said image classifiers by applying said elliptical contour classifiers to said fetal ultrasound image, wherein a plurality of 2-dimensional contours characterizing said anatomical structure are detected. The anatomical structure measurement can be combined with measurement of another anatomical structure to estimate gestational age of the fetus.

    摘要翻译: 一种用于分割和测量胎儿超声图像中的解剖结构的方法包括以下步骤:提供胎儿的数字化超声图像,其包括对应于三维网格上的点的区域的多个强度,提供经过训练以检测的多个分类器 所述胎儿的所述图像中的解剖结构,以及使用所述图像分类器通过将所述椭圆轮廓分类器应用于所述胎儿超声图像来分割和测量解剖结构,其中检测表征所述解剖结构的多个二维轮廓。 解剖结构测量可以与另一种解剖结构的测量相结合,以估计胎儿的胎龄。

    Image processing methods and apparatus
    6.
    发明授权
    Image processing methods and apparatus 失效
    图像处理方法和装置

    公开(公告)号:US08417021B2

    公开(公告)日:2013-04-09

    申请号:US12089140

    申请日:2006-10-12

    IPC分类号: G06K9/00

    摘要: We describe methods of characterizing a set of images to determine their respective illumination, for example for recovering the 3D shape of an illuminated object. The method comprises: inputting a first set of images of the object captured from different positions; determining frontier point data from the images, this defining a plurality of frontier points on the object and for each said frontier point a direction of a normal to the surface of the object at the frontier point, and determining data defining the image capture positions; inputting a second set of images of said object, having substantially the same viewpoint and different illumination conditions; and characterizing the second set of images said frontier point data to determine data comprising object reflectance parameter data (β) and, for each image of said second set, illumination data (L) comprising data defining an illumination direction and illumination intensity for the image.

    摘要翻译: 我们描述表征一组图像的方法以确定它们各自的照明,例如用于恢复被照亮物体的3D形状。 该方法包括:输入从不同位置捕获的对象的第一组图像; 确定来自图像的边界点数据,其定义对象上的多个边界点,并为每个所述前沿点定义在边界点处的对象的表面的法线方向,以及确定定义图像捕获位置的数据; 输入所述对象的第二组图像,具有基本上相同的视点和不同的照明条件; 并且表征所述第二组图像,所述边界点数据以确定包括对象反射参数数据(&bgr)的数据,并且对于所述第二组的每个图像,包括限定图像的照明方向和照明强度的数据的照明数据(L) 。

    SYSTEM AND METHOD FOR FETAL BIOMETRIC MEASUREMENTS FROM ULTRASOUND DATA AND FUSION OF SAME FOR ESTIMATION OF FETAL GESTATIONAL AGE
    7.
    发明申请
    SYSTEM AND METHOD FOR FETAL BIOMETRIC MEASUREMENTS FROM ULTRASOUND DATA AND FUSION OF SAME FOR ESTIMATION OF FETAL GESTATIONAL AGE 有权
    用于超声波数据进行生物量子化测量的系统和方法,用于估计FET AL AL AL AL OF OF OF E E

    公开(公告)号:US20070081705A1

    公开(公告)日:2007-04-12

    申请号:US11463341

    申请日:2006-08-09

    IPC分类号: G06K9/00

    摘要: A method for segmenting and measuring anatomical structures in fetal ultrasound images includes the steps of providing a digitized ultrasound image of a fetus comprising a plurality of intensities corresponding to a domain of points on a 3-dimensional grid, providing a plurality of classifiers trained to detect anatomical structures in said image of said fetus, and segmenting and measuring an anatomical structure using said image classifiers by applying said elliptical contour classifiers to said fetal ultrasound image, wherein a plurality of 2-dimensional contours characterizing said anatomical structure are detected. The anatomical structure measurement can be combined with measurement of another anatomical structure to estimate gestational age of the fetus.

    摘要翻译: 一种用于分割和测量胎儿超声图像中的解剖结构的方法包括以下步骤:提供胎儿的数字化超声图像,其包括对应于三维网格上的点的区域的多个强度,提供经过训练以检测的多个分类器 所述胎儿的所述图像中的解剖结构,以及使用所述图像分类器通过将所述椭圆轮廓分类器应用于所述胎儿超声图像来分割和测量解剖结构,其中检测表征所述解剖结构的多个二维轮廓。 解剖结构测量可以与另一种解剖结构的测量相结合,以估计胎儿的胎龄。

    SYSTEM AND METHOD FOR SEMANTIC INDEXING AND NAVIGATION OF VOLUMETRIC IMAGES
    8.
    发明申请
    SYSTEM AND METHOD FOR SEMANTIC INDEXING AND NAVIGATION OF VOLUMETRIC IMAGES 有权
    体积图像的语义索引和导航的系统和方法

    公开(公告)号:US20070127798A1

    公开(公告)日:2007-06-07

    申请号:US11532556

    申请日:2006-09-18

    IPC分类号: G06K9/00

    摘要: A method for navigating digital medical images includes providing a digitized patient medical image of a structure of interest in a patient, using a pre-trained classifier to segment the structure of interest from the image, creating links from the structure of interest to a corresponding structure in an anatomical atlas, receiving a query to view the structure of interest, parsing the query to identify one or more keywords from noun phrases in the query, mapping a keyword to a corresponding structure in the anatomical atlas, wherein the anatomical atlas structure is associated with a link to the corresponding structure in the patient image, and following the link to display said patient structure of interest.

    摘要翻译: 用于导航数字医学图像的方法包括使用预训练的分类器从图像中分割感兴趣的结构,从感兴趣的结构到相应的结构建立链接来提供患者的感兴趣的结构的数字化的患者医学图像 在解剖图谱中,接收查询以查看感兴趣的结构,解析查询以从查询中的名词短语识别一个或多个关键词,将关键字映射到解剖图谱中的对应结构,其中解剖图谱结构相关联 具有到患者图像中的对应结构的链接,并且跟随链接以显示感兴趣的所述患者结构。

    Variational sparse kernel machines
    9.
    发明申请
    Variational sparse kernel machines 审中-公开
    变异稀疏内核机器

    公开(公告)号:US20070118492A1

    公开(公告)日:2007-05-24

    申请号:US11599563

    申请日:2006-11-14

    IPC分类号: G06F15/18

    摘要: A computer-implemented method for supervised learning for classification that unifies generative and discriminative methods in a variational framework includes providing training data for determining a classifier, defining a cost functional based on a kernel density, finding a function of the cost functional by searching for a zero crossing of joint probabilities for a label for a given data point, optimizing the cost functional using a gradient descent, and outputting the classifier comprising an optimized cost functional for classifying data.

    摘要翻译: 一种用于分类的监督学习的计算机实现方法,其在变分框架中统一生成和区分性方法,包括提供用于确定分类器的训练数据,基于核密度定义成本函数,通过搜索成功函数找到成本函数的函数 用于给定数据点的标签的联合概率的零交叉,使用梯度下降优化成本函数,以及输出分类器,其包括用于对数据进行分类的优化成本函数。