多种表面重建方法,包括Alpha形状、屏幕化泊松重建(SPR)、Crust算法和代数点集表面(APSS Marching Cubes) In addition, well-known surface reconstruction methods, i.e., Alpha shapes, Screened Poisson reconstruction (SPR), the Crust, and Algebraic point set surfaces (APSS Marching Cubes), were utilized for object reconstruction
The idea of our point cloud simplification method is to separate the key characteristics of an object from the least important points by using Principal Component Analysis (PCA) and multi-view projection geometry and to resample these points using different grid sizes (e.g., key characteristics use a small grid size, while the least important points use a big grid size) to minimize the loss of accuracy