Deep-Learning-Based 3-D Surface Reconstruction-A Survey

In the last decade, deep learning (DL) has significantly impacted industry and science. Initially largely motivated by computer vision tasks in 2-D imagery, the focus has shifted toward 3-D data analysis. In particular, 3-D surface reconstruction, i.e., reconstructing a 3-D shape from sparse input,...

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Bibliographic Details
Published in:	Proceedings of the IEEE Vol. 111; no. 11; pp. 1464 - 1501
Main Authors:	Farshian, Anis, Gotz, Markus, Cavallaro, Gabriele, Debus, Charlotte, Niesner, Matthias, Benediktsson, Jon Atli, Streit, Achim
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	3-D deep learning (DL) 3-D surface reconstruction Computer vision Data analysis Deep learning Geometric algorithms geometric DL Geometric modeling geometry processing Image acquisition Image reconstruction Laser radar Machine learning Point cloud compression Surface emitting lasers Surface reconstruction Surveys Taxonomy Three-dimensional displays
ISSN:	0018-9219, 1558-2256
Online Access:	Get full text
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