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Robust Object Classification Approach Using Spherical Harmonics

Point clouds produced by either 3D scanners or multi-view images are often imperfect and contain noise or outliers. This paper presents an end-to-end robust spherical harmonics approach to classifying 3D objects. The proposed framework first uses the voxel grid of concentric spheres to learn feature...

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Bibliografske podrobnosti
Principais autores: Ayman Mukhaimar, Ruwan Tennakoon, Chow Yin Lai, Reza Hoseinnezhad, Alireza Bab-Hadiashar
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2022-01-01
Serija:IEEE Access
Teme:
Online dostop:https://ieeexplore.ieee.org/document/9713880/
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