NoiseTrans: Point Cloud Denoising with Transformers

Point clouds obtained from capture devices or 3D reconstruction techniques are often noisy and interfere with downstream tasks. The paper aims to recover the underlying surface of noisy point clouds. We design a novel model, NoiseTrans, which uses transformer encoder architecture for point cloud den...

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Hauptverfasser:	Hou, Guangzhe, Qin, Guihe, Sun, Minghui, Liang, Yanhua, Yan, Jie, Zhang, Zhonghan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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