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    • 2. 发明申请
    • METHOD FOR CREATING SINGLE 3D SURFACE MODEL FROM A POINT CLOUD
    • 从点云创建单个3D表面模型的方法
    • WO2005010669A2
    • 2005-02-03
    • PCT/US2004/021965
    • 2004-07-09
    • ORAMETRIX, INC.KAUFMANN, MarkusSPORBERT, PeerGETTO, Phillip
    • KAUFMANN, MarkusSPORBERT, PeerGETTO, Phillip
    • G06F
    • G06T17/20G06T2210/41
    • A single surface representation is created from a cloud of points. Each point in the cloud of points is assigned three-dimensional spatial coordinates. The cloud of points is stored in a memory of a computer. Machine-executable instructions are provided for the computer that operate on the cloud of points. The instructions construct an initial triangle from the cloud of points. The instructions construct a multitude of adjacent triangles forming a single continuous surface representing the object. The triangles comprise planar surfaces having three vertices. The vertices of the adjacent triangles comprise the three points forming the initial triangle and a multitude of other points. Except for the initial two points, the points forming the triangles are each computed as a weighted average of a set of nearby points in the cloud of points that satisfy selection criteria. The resulting vertex also has to satisfy one or more selection criteria. The final weighted average surface representation requires much less data to represent the object surface than the initial point cloud.
    • 单个表面表示是从点云创建的。 点云中的每个点都被分配三维空间坐标。 点云被存储在计算机的存储器中。 为在云点上运行的计算机提供机器可执行指令。 指令从点云构造一个初始三角形。 指令构造了形成表示对象的单个连续表面的多个相邻三角形。 三角形包括具有三个顶点的平面表面。 相邻三角形的顶点包括形成初始三角形的三个点和多个其他点。 除了最初的两点之外,形成三角形的点各自被计算为满足选择标准的点云中的一组附近点的加权平均值。 所得到的顶点也必须满足一个或多个选择标准。 最终加权平均表面表示需要比初始点云要少得多的数据来表示物体表面。