Search Results for author: Haikuan Du

Found 2 papers, 1 papers with code

Spherical Transformer: Adapting Spherical Signal to CNNs

no code implementations11 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.

3D Object Classification General Classification +2

InSphereNet: a Concise Representation and Classification Method for 3D Object

1 code implementation25 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).

3D Object Classification Classification +1

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