AutoRecon: Automated 3D Object Discovery and Reconstruction

By: Yuang Wang, Xingyi He, Sida Peng, Haotong Lin, Hujun Bao, Xiaowei Zhou

tl;dr: SfM->foreground objects localization+segmentation

https://arxiv.org/pdf/2305.08810.pdf

Abstract
A fully automated object reconstruction pipeline is cru- cial for digital content creation. While the area of 3D recon- struction has witnessed profound developments, the removal of background to obtain a clean object model still relies on different forms of manual labor, such as bounding box labeling, mask annotations, and mesh manipulations. In this paper, we propose a novel framework named …

abstract automated computervision discovery localization objects segmentation