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

Author:

Farshian Anis1ORCID,Götz Markus1ORCID,Cavallaro Gabriele2ORCID,Debus Charlotte1ORCID,Nießner Matthias3ORCID,Benediktsson Jón Atli4ORCID,Streit Achim1

Affiliation:

1. Steinbuch Centre for Computing, Karlsruhe Institute of Technology, Karlsruhe, Germany

2. Jülich Supercomputing Centre, Forschungszentrum Jülich, Jülich, Germany

3. Department of Informatics, Visual Computing Laboratory, Technical University of Munich, Munich, Germany

4. Faculty of Electrical and Computer Engineering, University of Iceland, Reykjavik, Iceland

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference246 articles.

1. NeRF: Representing scenes as neural radiance fields for view synthesis;mildenhall;Proc Eur Conf Comput Vis,2020

2. 3D Equivariant Graph Implicit Functions

3. Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion

4. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017

5. DONeRF: Towards Real‐Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks

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