GeoDualCNN : Geometry-Supporting Dual Convolutional Neural Network for Noisy Point Clouds

We propose a geometry-supporting dual convolutional neural network (GeoDualCNN) for both point cloud normal estimation and denoising. GeoDualCNN fuses the geometry domain knowledge that the underlying surface of a noisy point cloud is piecewisely smooth with the fact that a point normal is properly...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 2 vom: 01. Feb., Seite 1357-1370
1. Verfasser: Wei, Mingqiang (VerfasserIn)
Weitere Verfasser: Chen, Honghua, Zhang, Yingkui, Xie, Haoran, Guo, Yanwen, Wang, Jun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article