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    • 1. 发明授权
    • Method for characterizing shape, appearance and motion of an object that is being tracked
    • 描述被跟踪物体的形状,外观和运动的方法
    • US07620205B2
    • 2009-11-17
    • US11466477
    • 2006-08-23
    • Shaohua Kevin ZhouJie ShaoDorin ComaniciuBogdan Georgescu
    • Shaohua Kevin ZhouJie ShaoDorin ComaniciuBogdan Georgescu
    • G06K9/00A61B6/00
    • G06K9/621G06K9/00335G06K9/48G06K9/6209G06K2009/487G06K2209/05G06T7/251G06T2207/10132G06T2207/30048
    • A method for generating Pairwise Active Appearance Models (PAAMs) that characterize shape, appearance and motion of an object and using the PAAM to track the motion of an object is disclosed. A plurality of video streams is received. Each video stream includes a series of image frames that depict an object in motion. Each video stream includes an index of identified motion phases that are associated with a motion cycle of the object. For each video stream, a shape of the object is represented by a shape vector. An appearance of an object is represented by an appearance vector. The shape and appearance vectors associated at two consecutive motion phases are concatenated. Paired data for the concatenated shape and appearance vectors is computed. Paired data is computed for each two consecutive motion phases in the motion cycle. A shape subspace is constructed based on the computed paired data. An appearance subspace is constructed based on the computed paired data. A joint subspace is constructed using a combination of the shape subspace and appearance subspace. A PAAM is generated using the joint subspace and the PAAM is stored in a database.
    • 公开了一种用于产生表征对象的形状,外观和运动以及使用PAAM跟踪对象的运动的成对活动外观模型(PAAM)的方法。 接收多个视频流。 每个视频流包括描绘运动对象的一系列图像帧。 每个视频流包括与对象的运动周期相关联的所识别的运动相位的索引。 对于每个视频流,对象的形状由形状向量表示。 物体的外观由外观矢量表示。 在两个连续的运动阶段相关联的形状和外观矢量被连接起来。 计算连续形状和外观向量的配对数据。 计算运动周期中每两个连续运动相位的配对数据。 基于计算的配对数据构建形状子空间。 基于计算出的配对数据构建出现子空间。 使用形状子空间和外观子空间的组合构建关节子空间。 使用联合子空间生成PAAM,并将PAAM存储在数据库中。
    • 3. 发明申请
    • METHOD FOR CHARACTERIZING SHAPE, APPEARANCE AND MOTION OF AN OBJECT THAT IS BEING TRACKED
    • 用于表征正在跟踪的对象的形状,外观和运动的方法
    • US20070098239A1
    • 2007-05-03
    • US11466477
    • 2006-08-23
    • Shaohua ZhouJie ShaoDorin ComaniciuBogdan Georgescu
    • Shaohua ZhouJie ShaoDorin ComaniciuBogdan Georgescu
    • G06K9/00
    • G06K9/621G06K9/00335G06K9/48G06K9/6209G06K2009/487G06K2209/05G06T7/251G06T2207/10132G06T2207/30048
    • A method for generating Pairwise Active Appearance Models (PAAMs) that characterize shape, appearance and motion of an object and using the PAAM to track the motion of an object is disclosed. A plurality of video streams is received. Each video stream includes a series of image frames that depict an object in motion. Each video stream includes an index of identified motion phases that are associated with a motion cycle of the object. For each video stream, a shape of the object is represented by a shape vector. An appearance of an object is represented by an appearance vector. The shape and appearance vectors associated at two consecutive motion phases are concatenated. Paired data for the concatenated shape and appearance vectors is computed. Paired data is computed for each two consecutive motion phases in the motion cycle. A shape subspace is constructed based on the computed paired data. An appearance subspace is constructed based on the computed paired data. A joint subspace is constructed using a combination of the shape subspace and appearance subspace. A PAAM is generated using the joint subspace and the PAAM is stored in a database.
    • 公开了一种用于产生表征对象的形状,外观和运动以及使用PAAM跟踪对象的运动的成对活动外观模型(PAAM)的方法。 接收多个视频流。 每个视频流包括描绘运动对象的一系列图像帧。 每个视频流包括与对象的运动周期相关联的所识别的运动相位的索引。 对于每个视频流,对象的形状由形状向量表示。 物体的外观由外观矢量表示。 在两个连续的运动阶段相关联的形状和外观矢量被连接起来。 计算连续形状和外观向量的配对数据。 计算运动周期中每两个连续运动相位的配对数据。 基于计算的配对数据构建形状子空间。 基于计算出的配对数据构建出现子空间。 使用形状子空间和外观子空间的组合构建关节子空间。 使用联合子空间生成PAAM,并将PAAM存储在数据库中。
    • 6. 发明申请
    • 3D Object Positioning in Street View
    • 街景视图中的3D对象定位
    • US20150154745A1
    • 2015-06-04
    • US13414351
    • 2012-03-07
    • Stéphane LAFONJie Shao
    • Stéphane LAFONJie Shao
    • G06T15/00G06T7/00G06K9/00
    • G01C21/00G06F17/30241G06F17/30873G06T17/05G06T19/00G06T2219/004
    • Systems, methods, and computer storage mediums are provided for correcting the placement of an object on an image. An example method includes providing the image and depth data that describes the depth of the three-dimensional scene captured by the image. The depth data describes at least a distance between a camera that captured the three-dimensional scene and one or more structures in the scene and a geolocation of the camera when the three-dimensional scene was captured. When the object is moved from a first location on the image to a second location on the image, a set of coordinates that describes the second location relative to the image is received. The set of coordinates are then translated into geolocated coordinates that describe a geolocation that corresponds to the second location. The set of coordinate is translated, at least in part, using the depth data associated with the image.
    • 系统,方法和计算机存储介质被提供用于校正物体在图像上的放置。 示例性方法包括提供描述由图像捕获的三维场景的深度的图像和深度数据。 深度数据描述了捕获三维场景的摄像机与场景中的一个或多个结构之间的距离和拍摄三维场景时相机的地理位置之间的距离。 当物体从图像上的第一位置移动到图像上的第二位置时,接收一组描述相对于图像的第二位置的坐标。 然后将该坐标系转换为描述与第二个位置对应的地理位置的地理位置坐标。 至少部分地使用与图像相关联的深度数据来转换坐标集合。