no code implementations • 11 Jan 2021 • Yuqi Liu, Yin Wang, Haikuan Du, Shen Cai
To this end, the proposed method first uses local structured sampling methods such as HEALPix to construct a transformer grid by using the information of spherical points and its adjacent points, and then transforms the spherical signals to the vectors through the grid.
1 code implementation • 25 Dec 2019 • Hui Cao, Haikuan Du, Siyu Zhang, Shen Cai
Unlike previous methods that use points, voxels, or multi-view images as inputs of deep neural network (DNN), the proposed method constructs a class of more representative features named infilling spheres from signed distance field (SDF).