We propose a novel approach that addresses this limitation by replacing masks with “deformation-fields”. Given a single image at an arbitrary viewpoint, a CNN ...

Oct 6, 2018 · We evaluate our proposed method beginning with ablation study of key components of our framework: deformed depth map and the distance field ...

Each surface comprises a depth-map and corresponding deformation-field that ensures every pixel-depth pair in the depth-map lies on the object surface. These ...

A novel approach that addresses the limitation of existing CNN-based methods for single-view 3D object reconstruction by replacing masks with ...

Sep 8, 2018 · Each surface comprises a depth-map and corresponding deformation-field that ensures every pixel-depth pair in the depth-map lies on the object ...

Efficient Dense Point Cloud Object Reconstruction using Deformation Vector Fields. Published in ECCV, 2018. Kejie Li, Trung Pham, Huangying Zhan, Ian Reid.

Sep 8, 2018 · Each surface comprises a depth-map and corresponding deformation-field that ensures every pixel-depth pair in the depth-map lies on the object ...

Efficient Dense Point Cloud Object Reconstruction Using Deformation Vector Fields · book chapter · Published by Springer Nature.

Each surface comprises a depth-map and corresponding deformation-field that ensures every pixel-depth pair in the depth-map lies on the object surface. These ...

Bibliographic details on Efficient Dense Point Cloud Object Reconstruction Using Deformation Vector Fields.