CVPR 2015poster218 citations
Completing 3D Object Shape From One Depth Image
Jason Rock, Tanmay Gupta, Justin Thorsen, JunYoung Gwak, Daeyun Shin, Derek Hoiem
Abstract
Our goal is to recover a complete 3D model from a depth image of an object. Existing approaches rely on user interaction or apply to a limited class of objects, such as chairs. We aim to fully automatically reconstruct a 3D model from any category. We take an exemplar-based approach: retrieve similar objects in a database of 3D models using view-based matching and transfer the symmetries and surfaces from retrieved models. We investigate completion of 3D models in three cases: novel view (model in database); novel model (models for other objects of the same category in database); and novel category (no models from the category in database).
BibTeX
@inproceedings{cvpr2015_completing3dobje,
title = {Completing 3D Object Shape From One Depth Image},
author = {Jason Rock and Tanmay Gupta and Justin Thorsen and JunYoung Gwak and Daeyun Shin and Derek Hoiem},
booktitle = {CVPR 2015},
year = {2015}
}