IMD-Net: A Deep Learning-Based Icosahedral Mesh Denoising Network

In this work, we propose a novel denoising technique, the icosahedral mesh denoising network (IMD-Net) for closed genus-0 meshes. IMD-Net is a deep neural network that produces a denoised mesh in a single end-to-end pass, preserving and emphasizing natural object features in the process. A preproces...

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Detalhes bibliográficos
Main Authors: Jan Botsch, Hardik Jain, Olaf Hellwich
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2022-01-01
Colecção:IEEE Access
Assuntos:
3D surface mesh
deep learning
icosahedral CNN
mesh denoising network
noise filtering
spherical parametrization
Acesso em linha:https://ieeexplore.ieee.org/document/9749069/
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