Towards Spatio-temporal Face Alignment in Unconstrained Conditions

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

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.

Download


Paper Citation


in Harvard Style

Belmonte R., Tirilly P., Ihaddadene N., Djeraba C. 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 - Volume 4: VISAPP, ISBN 978-989-758-290-5, pages 433-438. DOI: 10.5220/0006651904330438


in Bibtex Style

@conference{visapp18,
author={R. Belmonte and P. Tirilly and N. Ihaddadene and C. Djeraba 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 - 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 - Volume 4: VISAPP,
TI - Towards Spatio-temporal Face Alignment in Unconstrained Conditions
SN - 978-989-758-290-5
AU - Belmonte R.
AU - Tirilly P.
AU - Ihaddadene N.
AU - Djeraba C.
AU - Bilasco M.
PY - 2018
SP - 433
EP - 438
DO - 10.5220/0006651904330438