Component-Wise Modeling of Articulated Objects
Abstract
We introduce a novel framework for modeling articulated objects based on the aspects of their components. By decomposing the object into components, we divide the problem in smaller modeling tasks. After obtaining 3D models for each component aspect by employing a shape deformation paradigm, we merge them together, forming the object components. The final model is obtained by assembling the components using an optimization scheme which fits the respective 3D models to the corresponding apparent contours in a reference pose. The results suggest that our approach can produce realistic 3D models of articulated objects in reasonable time.
Cite
Text
Ntouskos et al. "Component-Wise Modeling of Articulated Objects." International Conference on Computer Vision, 2015. doi:10.1109/ICCV.2015.268Markdown
[Ntouskos et al. "Component-Wise Modeling of Articulated Objects." International Conference on Computer Vision, 2015.](https://mlanthology.org/iccv/2015/ntouskos2015iccv-componentwise/) doi:10.1109/ICCV.2015.268BibTeX
@inproceedings{ntouskos2015iccv-componentwise,
title = {{Component-Wise Modeling of Articulated Objects}},
author = {Ntouskos, Valsamis and Sanzari, Marta and Cafaro, Bruno and Nardi, Federico and Natola, Fabrizio and Pirri, Fiora and Ruiz, Manuel},
booktitle = {International Conference on Computer Vision},
year = {2015},
doi = {10.1109/ICCV.2015.268},
url = {https://mlanthology.org/iccv/2015/ntouskos2015iccv-componentwise/}
}