NeuralTPS : Learning Signed Distance Functions Without Priors From Single Sparse Point Clouds

Surface reconstruction for point clouds is one of the important tasks in 3D computer vision. The latest methods rely on generalizing the priors learned from large scale supervision. However, the learned priors usually do not generalize well to various geometric variations that are unseen during trai...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 1 vom: 07. Jan., Seite 565-582
1. Verfasser: Chen, Chao (VerfasserIn)
Weitere Verfasser: Liu, Yu-Shen, Han, Zhizhong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article