Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model

K. K. Delibasis, V. P. Plagianakos, I. Maglogiannis

2014

Abstract

In this paper we present a system that uses computer vision techniques and a deformable 3D human model, in order to recognize the posture of a monitored person, given the segmented human silhouette from the background. The video data are acquired indoors from a fixed fish-eye camera placed in the living environment. The implemented 3D human model collaborates with a fish-eye camera model, allowing the calculation of the real human position in the 3D-space and consequently recognizing the posture of the monitored person. The paper discusses the details of the human model and fish-eye camera model, as well as the posture recognition methodology. Initial results are also presented for a small number of video sequences, of walking or standing humans.

Paper Citation

in Harvard Style

Delibasis K., Plagianakos V. and Maglogiannis I. (2014). Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model . In Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2014) ISBN 978-989-758-004-8, pages 470-477. DOI: 10.5220/0004693704700477

in Bibtex Style

@conference{visapp14,
author={K. K. Delibasis and V. P. Plagianakos and I. Maglogiannis},
title={Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model},
booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2014)},
year={2014},
pages={470-477},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004693704700477},
isbn={978-989-758-004-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2014)
TI - Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model
SN - 978-989-758-004-8
AU - Delibasis K.
AU - Plagianakos V.
AU - Maglogiannis I.
PY - 2014
SP - 470
EP - 477
DO - 10.5220/0004693704700477