Point cloud hole repairing method based on SFM

The invention discloses a point cloud hole repairing method based on SFM (Structure From Motion), which includes the following steps: (1) acquiring point cloud data through the grating projection method and the SFM method, and extracting the boundary points of a 3D point cloud hole according to poin...

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Bibliographische Detailangaben
Hauptverfasser: DA FEIPENG, GE SHAOYAN, ZENG LULU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a point cloud hole repairing method based on SFM (Structure From Motion), which includes the following steps: (1) acquiring point cloud data through the grating projection method and the SFM method, and extracting the boundary points of a 3D point cloud hole according to point cloud 2D phase information acquired using the grating projection method; (2) registering a point cloud data set acquired using the SFM method and a point cloud data set acquired using the grating projection method; (3) acquiring the supplement points of the hole area in the point cloud acquired using the grating projection method from the data set acquired using the SFM method; and (4) based on the supplement points, using a radial basis function to further repair the hole. The algorithm is robust. The repair effect is highly precise. More detail information of an object can be restored. 本发明公开了种基于SFM的点云孔洞修补方法,该方法实现步骤为:(1)利用光栅投影法和SFM方法分别获取点云数据后,再利用光栅投影法中获取的点云二维相位信息,提取三维点云孔洞的边界点;(2)对SFM获取的点云数据集和光栅投影法获取的点云数据集进行配准;(3