DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image

Andrey Kurenkov
Andrey Kurenkov
Viraj Mehta
Viraj Mehta
JunYoung Gwak
JunYoung Gwak

workshop on applications of computer vision, 2018.

Cited by: 36|Bibtex|Views14|Links
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Abstract:

3D reconstruction from a single image is a key problem in multiple applications ranging from robotic manipulation to augmented reality. Prior methods have tackled this problem through generative models which predict 3D reconstructions as voxels or point clouds. However, these methods can be computationally expensive and miss fine details....More

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