Neural Networks for Implicit Representations of 3D Scenes
2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)(2021)
摘要
This survey presents methods that use neural networks for implicit representations of 3D geometry — neural implicit functions. We explore the different aspects of neural implicit functions for shape modeling and synthesis. We aim to provide a theoretical analysis of 3D shape reconstruction using deep neural networks and introduce a discussion between researchers interested in this research field.
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关键词
Geometry,Deep learning,Three-dimensional displays,Shape,Neural networks,Image reconstruction
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