SoftPool++: An Encoder–Decoder Network for Point Cloud Completion

We propose a novel convolutional operator for the task of point cloud completion. One striking characteristic of our approach is that, conversely to related work it does not require any max-pooling or voxelization operation. Instead, the proposed operator used to learn the point cloud embedding in t...

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Bibliographic Details
Published in:	International journal of computer vision Vol. 130; no. 5; pp. 1145 - 1164
Main Authors:	Wang, Yida, Tan, David Joseph, Navab, Nassir, Tombari, Federico
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2022 Springer Springer Nature B.V
Subjects:	Artificial Intelligence Cloud computing Coders Computer Imaging Computer Science Feature extraction Image Processing and Computer Vision Neural networks Operators (mathematics) Pattern Recognition Pattern Recognition and Graphics Permutations Special Issue on 3D Computer Vision Vision Skip-connection SoftPool Point cloud Completion
ISSN:	0920-5691, 1573-1405
Online Access:	Get full text
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