Snowflake Point Deconvolution for Point Cloud Completion and Generation With Skip-Transformer

Most existing point cloud completion methods suffer from the discrete nature of point clouds and the unstructured prediction of points in local regions, which makes it difficult to reveal fine local geometric details. To resolve this issue, we propose SnowflakeNet with snowflake point deconvolution...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 25. Mai, Seite 6320-6338
1. Verfasser: Xiang, Peng (VerfasserIn)
Weitere Verfasser: Wen, Xin, Liu, Yu-Shen, Cao, Yan-Pei, Wan, Pengfei, Zheng, Wen, Han, Zhizhong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article