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Single-View 3D Reconstruction

5 papers with code · Computer Vision
Subtask of Reconstruction

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Learning Implicit Fields for Generative Shape Modeling

CVPR 2019 czq142857/implicit-decoder

We advocate the use of implicit fields for learning generative models of shapes and introduce an implicit field decoder, called IM-NET, for shape generation, aimed at improving the visual quality of the generated shapes.

3D RECONSTRUCTION 3D SHAPE REPRESENTATION REPRESENTATION LEARNING SINGLE-VIEW 3D RECONSTRUCTION