Hexagonal Convolutional Neural Networks for Hexagonal Grids

Hexagonal grids use a hierarchical subdivision tessellation to cover the entire plane or sphere. Due to the 6-fold rotational symmetry, hexagonal grids have some advantages (e.g. isoperimetry, equidistant neighbors, and uniform connectivity) over quadrangular and triangular girds, which makes them s...

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Bibliographic Details
Main Authors: Junren Luo, Wanpeng Zhang, Jiongming Su, Fengtao Xiang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8853238/