Towards Spatio-temporal Face Alignment in Unconstrained Conditions

R. Belmonte, C. Djeraba, N. Ihaddadene, P. Tirilly, M. Bilasco

2018

Abstract

Face alignment is an essential task for many applications. Its objective is to locate feature points on the face, in order to identify its geometric structure. Under unconstrained conditions, the different variations that may occur in the visual context, together with the instability of face detection, make it a difficult problem to solve. While many methods have been proposed, their performances under these constraints are still not satisfactory. In this article, we claim that face alignment should be studied using image sequences rather than still images, as it has been done so far. We show the importance of taking into consideration the temporal information under unconstrained conditions.

Paper Citation

in Harvard Style

Belmonte R., Djeraba C., Tirilly P., Ihaddadene N. and Bilasco M. (2018). Towards Spatio-temporal Face Alignment in Unconstrained Conditions. In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP; ISBN 978-989-758-290-5, SciTePress, pages 433-438. DOI: 10.5220/0006651904330438

in Bibtex Style

@conference{visapp18,
author={R. Belmonte and C. Djeraba and P. Tirilly and N. Ihaddadene and M. Bilasco},
title={Towards Spatio-temporal Face Alignment in Unconstrained Conditions},
booktitle={Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP},
year={2018},
pages={433-438},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006651904330438},
isbn={978-989-758-290-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP
TI - Towards Spatio-temporal Face Alignment in Unconstrained Conditions
SN - 978-989-758-290-5
AU - Belmonte R.
AU - Djeraba C.
AU - Tirilly P.
AU - Ihaddadene N.
AU - Bilasco M.
PY - 2018
SP - 433
EP - 438
DO - 10.5220/0006651904330438
PB - SciTePress