Part-Wise AtlasNet for 3D point cloud reconstruction from a single image

作者：

Highlights：

• Part-Wise AtlasNet was proposed to reconstruct the structured point cloud from a single image.

• Part-Wise AtlasNet can reconstruct the local parts that correspond well to those of the ground truth.

• The variants of Part-Wise AtlasNet with local reconstruction losses achieve competitive performance in 3D object reconstruction.

摘要

•Part-Wise AtlasNet was proposed to reconstruct the structured point cloud from a single image.•Part-Wise AtlasNet can reconstruct the local parts that correspond well to those of the ground truth.•The variants of Part-Wise AtlasNet with local reconstruction losses achieve competitive performance in 3D object reconstruction.

论文关键词：3D reconstruction,3D object reconstruction,Single-view reconstruction,Point cloud reconstruction,Structured point cloud reconstruction

论文评审过程：Received 19 October 2021, Revised 8 January 2022, Accepted 8 February 2022, Available online 15 February 2022, Version of Record 24 February 2022.

论文官网地址：https://doi.org/10.1016/j.knosys.2022.108395