Abstract:Though recent advances in point cloud completion have shown exciting promise with learning-based methods, most of them still generate coarse point clouds with a fixed number of points (e.g. 2048). In this paper, we propose Vaccine-Style-Net, a new point cloud completion method that can produce high resolution 3D shapes with complete smooth surface. Vaccine-Style-Net performs point cloud completion in the function space of 3D surface, which represent the 3D surface as the continuous decision boundary function. … Show more
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