公开(公告)号：US07391893B2

公开(公告)日：2008-06-24

申请号：US10858270

申请日：2004-06-01

申请人： Jianming Liang ,  Luca Bogoni ,  Alok Gupta

发明人： Jianming Liang ,  Luca Bogoni ,  Alok Gupta

IPC分类号： G06K9/00

CPC分类号： G06K9/48

摘要： A system and method for detecting a shape in an image are provided. The method comprises: constructing a deformable model from an image; deforming the deformable model to remove an undesired shape in a portion of the image; computing properties of the deformed model to enable detection of a desired shape in the portion of the image; and detecting the desired shape based on the computed properties.

摘要翻译： 提供了用于检测图像中的形状的系统和方法。 该方法包括：从图像构建可变形模型; 使可变形模型变形以去除图像的一部分中的不期望的形状; 计算变形模型的属性，以便能够检测图像部分中期望的形状; 并基于所计算的特性来检测所需的形状。

公开(公告)号：US07912294B2

公开(公告)日：2011-03-22

申请号：US11440780

申请日：2006-05-25

申请人： Luca Bogoni ,  Jianming Liang ,  Pascal Cathier

发明人： Luca Bogoni ,  Jianming Liang ,  Pascal Cathier

IPC分类号： G06K9/46 ,  G06K9/00

CPC分类号： G06T7/0012 ,  G06T7/11 ,  G06T7/155

摘要： A system and method for toboggan-based object detection in cutting planes are provided. A method for detecting an object in an image includes: determining a region of interest (ROI) in the image; determining a toboggan potential for each image element in the ROI; extracting a plurality of cutting planes from the ROI; and performing a tobogganing in the cutting planes to form a toboggan cluster to determine a location of the object, wherein image elements inside the toboggan cluster are stored in a cluster-member list, image elements on an outer-border of the toboggan cluster are stored in an outer-border list and image elements on an inner-border of the toboggan cluster are stored in an inner-border list.

摘要翻译： 提供了一种用于切割平面中基于雪橇的物体检测的系统和方法。 用于检测图像中的对象的方法包括：确定图像中的感兴趣区域（ROI）; 确定ROI中每个图像元素的雪橇潜力; 从ROI提取多个切割平面; 并且在所述切割平面中执行雪橇形成以形成所述物体的位置以确定所述物体的位置，其中，所述滑降簇内的图像元素被存储在群集成员列表中，存储所述滑降簇的外部边界上的图像元素 在外部边界列表中，并且滑冰群集的内部边界上的图像元素存储在内部边界列表中。

公开(公告)号：US20050185838A1

公开(公告)日：2005-08-25

申请号：US11062411

申请日：2005-02-22

申请人： Luca Bogoni ,  Jianming Liang ,  Senthil Periaswamy

发明人： Luca Bogoni ,  Jianming Liang ,  Senthil Periaswamy

IPC分类号： G06K9/46 ,  G06T5/00 ,  G06T7/00 ,  G06K9/00 ,  G06K9/34 ,  G06K9/62

CPC分类号： G06K9/44 ,  G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10072 ,  G06T2207/20152 ,  G06T2207/30032

摘要： A method and device for segmenting one or more candidates in an image having image elements is disclosed. The method includes identifying a location for one of the candidates in the image, where the location is based at a given image element, and computing one or more response values at neighboring image elements that are in a neighborhood of the location. Image element clusters are created from the computed response values and one or more of the image element clusters are selected as object segmentations for one or more of the candidates.

摘要翻译： 公开了一种用于在具有图像元素的图像中分割一个或多个候选的方法和装置。 该方法包括识别图像中的候选者之一的位置，其中位置基于给定图像元素，以及计算位于该位置附近的相邻图像元素处的一个或多个响应值。 从计算的响应值创建图像元素簇，并且将一个或多个图像元素簇选择为一个或多个候选的对象分割。

公开(公告)号：US20070036406A1

公开(公告)日：2007-02-15

申请号：US11440780

申请日：2006-05-25

申请人： Luca Bogoni ,  Jianming Liang ,  Pascal Cathier

发明人： Luca Bogoni ,  Jianming Liang ,  Pascal Cathier

IPC分类号： G06K9/00

CPC分类号： G06T7/0012 ,  G06T7/11 ,  G06T7/155

摘要： A system and method for toboggan-based object detection in cutting planes are provided. A method for detecting an object in an image includes: determining a region of interest (ROI) in the image; determining a toboggan potential for each image element in the ROI; extracting a plurality of cutting planes from the ROI; and performing a tobogganing in the cutting planes to form a toboggan cluster to determine a location of the object, wherein image elements inside the toboggan cluster are stored in a cluster-member list, image elements on an outer-border of the toboggan cluster are stored in an outer-border list and image elements on an inner-border of the toboggan cluster are stored in an inner-border list.

摘要翻译： 提供了一种用于切割平面中基于雪橇的物体检测的系统和方法。 用于检测图像中的对象的方法包括：确定图像中的感兴趣区域（ROI）; 确定ROI中每个图像元素的雪橇潜力; 从ROI提取多个切割平面; 并且在所述切割平面中执行雪橇形成以形成所述物体的位置以确定所述物体的位置，其中，所述滑降簇内的图像元素被存储在群集成员列表中，存储所述滑降簇的外部边界上的图像元素 在外部边界列表中，并且滑冰群集的内部边界上的图像元素存储在内部边界列表中。

公开(公告)号：US20050271278A1

公开(公告)日：2005-12-08

申请号：US11145887

申请日：2005-06-06

申请人： Jianming Liang ,  Luca Bogoni

发明人： Jianming Liang ,  Luca Bogoni

IPC分类号： G06K9/46 ,  G06T5/00

CPC分类号： G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10081 ,  G06T2207/20152 ,  G06T2207/20164 ,  G06T2207/30032

摘要： A method of identifying an object in a digital image includes finding a point in a digital image that is a concentration location, initializing a cluster with said concentration location, adding the neighboring points of the concentration location to a list, selecting a neighbor point with an extremal potential value from said list, determining a slide direction of all neighbors of said selected point and identifying those neighbors that slide to the selected point, adding those neighbor points not already in the list to the list, adding the selected point to the cluster, and repeating the steps of selecting a neighbor point with an extremal potential value, determining a slide direction, adding points to the list, and adding the selected point to the cluster, until the list is empty.

摘要翻译： 识别数字图像中的对象的方法包括找到作为浓度位置的数字图像中的点，利用所述浓度位置初始化聚类，将浓度位置的相邻点添加到列表中，选择具有 确定所述选定点的所有邻居的滑动方向并识别滑动到所选择的点的那些邻居，将尚未在列表中的相邻点添加到列表中，将所选择的点添加到群集中， 并重复选择具有极值电位值的相邻点的步骤，确定滑动方向，向列表添加点，并将所选择的点添加到集群中，直到列表为空。

公开(公告)号：US07565009B2

公开(公告)日：2009-07-21

申请号：US11145887

申请日：2005-06-06

申请人： Jianming Liang ,  Luca Bogoni

发明人： Jianming Liang ,  Luca Bogoni

IPC分类号： G06K9/34

CPC分类号： G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10081 ,  G06T2207/20152 ,  G06T2207/20164 ,  G06T2207/30032

摘要： A method of identifying an object in a digital image includes finding a point in a digital image that is a concentration location, initializing a cluster with said concentration location, adding the neighboring points of the concentration location to a list, selecting a neighbor point with an extremal potential value from said list, determining a slide direction of all neighbors of said selected point and identifying those neighbors that slide to the selected point, adding those neighbor points not already in the list to the list, adding the selected point to the cluster, and repeating the steps of selecting a neighbor point with an extremal potential value, determining a slide direction, adding points to the list, and adding the selected point to the cluster, until the list is empty.

摘要翻译： 识别数字图像中的对象的方法包括找到作为浓度位置的数字图像中的点，利用所述浓度位置初始化聚类，将浓度位置的相邻点添加到列表中，选择具有 确定所述选定点的所有邻居的滑动方向并识别滑动到所选择的点的那些邻居，将尚未在列表中的相邻点添加到列表中，将所选择的点添加到群集， 并重复选择具有极值电位值的相邻点的步骤，确定滑动方向，向列表添加点，并将所选择的点添加到集群中，直到列表为空。

公开(公告)号：US20050271276A1

公开(公告)日：2005-12-08

申请号：US11145888

申请日：2005-06-06

申请人： Jianming Liang ,  Luca Bogoni

发明人： Jianming Liang ,  Luca Bogoni

IPC分类号： G06T5/00 ,  G06T7/00 ,  G06K9/00 ,  G06K9/34

CPC分类号： G06T7/0012 ,  G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10081 ,  G06T2207/20041 ,  G06T2207/20152 ,  G06T2207/30028

摘要： A method of segmenting an object in a digital image comprising providing a digital image comprising a plurality of intensities corresponding to a domain of points in a N-dimensional space, selecting a region of interest in the image, determining a threshold intensity value for points in said region of interest, wherein an object of interest is defined by points with an intensity above a first pre-determined threshold, computing a distance map for each point in said object of interest, tobogganing each point in said object of interest based on said distance map, and selecting a cluster based on the results of said tobogganing.

摘要翻译： 一种在数字图像中分割对象的方法，包括提供包括对应于N维空间中的点的域的多个强度的数字图像，选择图像中的感兴趣区域，确定图像中的点的阈值强度值 所述感兴趣区域，其中感兴趣对象由强度高于第一预定阈值的点定义，计算所述感兴趣对象中的每个点的距离图，基于所述距离来滚动所述感兴趣对象中的每个点 根据所述滑冰的结果选择一个群集。

公开(公告)号：US07609887B2

公开(公告)日：2009-10-27

申请号：US11145888

申请日：2005-06-06

申请人： Jianming Liang ,  Luca Bogoni

发明人： Jianming Liang ,  Luca Bogoni

IPC分类号： G06K9/34

CPC分类号： G06T7/0012 ,  G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10081 ,  G06T2207/20041 ,  G06T2207/20152 ,  G06T2207/30028

摘要： A method of segmenting an object in a digital image comprising providing a digital image comprising a plurality of intensities corresponding to a domain of points in a N-dimensional space, selecting a region of interest in the image, determining a threshold intensity value for points in said region of interest, wherein an object of interest is defined by points with an intensity above a first pre-determined threshold, computing a distance map for each point in said object of interest, tobogganing each point in said object of interest based on said distance map, and selecting a cluster based on the results of said tobogganing.

摘要翻译： 一种在数字图像中分割对象的方法，包括提供包括对应于N维空间中的点的域的多个强度的数字图像，选择图像中的感兴趣区域，确定图像中的点的阈值强度值 所述感兴趣区域，其中感兴趣对象由强度高于第一预定阈值的点定义，计算所述感兴趣对象中的每个点的距离图，基于所述距离来滚动所述感兴趣对象中的每个点 根据所述滑冰的结果选择一个群集。

公开(公告)号：US07526115B2

公开(公告)日：2009-04-28

申请号：US11062411

申请日：2005-02-22

申请人： Luca Bogoni ,  Jianming Liang ,  Senthil Periaswamy

发明人： Luca Bogoni ,  Jianming Liang ,  Senthil Periaswamy

IPC分类号： G06K9/00

CPC分类号： G06K9/44 ,  G06K9/342 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10072 ,  G06T2207/20152 ,  G06T2207/30032

摘要： A method and device for segmenting one or more candidates in an image having image elements is disclosed. The method includes identifying a location for one of the candidates in the image, where the location is based at a given image element, and computing one or more response values at neighboring image elements that are in a neighborhood of the location. Image element clusters are created from the computed response values and one or more of the image element clusters are selected as object segmentations for one or more of the candidates.

摘要翻译： 公开了一种用于在具有图像元素的图像中分割一个或多个候选的方法和装置。 该方法包括识别图像中的候选者之一的位置，其中位置基于给定图像元素，以及计算位于该位置附近的相邻图像元素处的一个或多个响应值。 从计算的响应值创建图像元素簇，并且将一个或多个图像元素簇选择为一个或多个候选的对象分割。

公开(公告)号：US07480412B2

公开(公告)日：2009-01-20

申请号：US11006282

申请日：2004-12-07

申请人： Jianming Liang ,  Luca Bogoni

发明人： Jianming Liang ,  Luca Bogoni

IPC分类号： G06K9/46

CPC分类号： G06T7/0012 ,  G06K9/342 ,  G06K2209/05 ,  G06T7/11 ,  G06T7/155 ,  G06T2207/10068 ,  G06T2207/20152 ,  G06T2207/30032

摘要： A method and apparatus for characterizing an image. The method selects one or more toboggan potentials from the image, or a portion thereof, to be tobogganed. It toboggans the selected toboggan potentials to generate one or more toboggan parameters, forming at least one toboggan cluster using one or more of the toboggan parameters. It also selects one or more of the toboggan clusters to compute at least one feature parameter to characterize the image or a portion thereof.

摘要翻译： 一种用于表征图像的方法和装置。 该方法从图像或其一部分中选择一个或多个滑降电位来进行雪橇滑行。 它使所选择的滑降电位滚动以产生一个或多个滑降参数，使用一个或多个滑降参数形成至少一个滑降簇。 它还选择一个或多个滑降簇以计算至少一个特征参数以表征图像或其一部分。