Ecole d'ingénieur et centre de recherche en Sciences du numérique

Block based face recognition approach robust to nose alterations

Kose, Neslihan; Erdogmus, Nesli; Dugelay, Jean-Luc

BTAS 2012, IEEE 5th International Conference on Biometrics: Theory, Applications and Systems, 23-26 September 2012, Washington DC, USA

Face recognition that is robust to alterations applied on face via plastic surgery or prosthetic make-up can be still considered as a new topic. In this paper, a block based face analysis approach is proposed which provides a fairly good recognition performance together with the advantage of robustness to such kind of alterations. For this study, a simulated nose alteration face database is used which is prepared using FRGC v1.0. Since this is a 3D database, the approach can be tested both in 2D and 3D, which is one of the contributions of this study. Furthermore, differently from previous works, baseline results for the original database are reported. The impact which is purely due to the applied nose alterations is measured using both the proposed approach and the standard techniques which are based on holistic description for comparison. The results indicate that although both 2D and 3D modalities lose precision due to alterations, the proposed approach is superior in terms of both the recognition performance and robustness to alterations compared to standard techniques.

Document Doi Hal Bibtex

Titre:Block based face recognition approach robust to nose alterations
Type:Conférence
Langue:English
Ville:Washington DC
Pays:ÉTATS-UNIS
Date:
Département:Sécurité numérique
Eurecom ref:3783
Copyright: © 2012 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+3783, doi = {http://dx.doi.org/10.1109/BTAS.2012.6374566}, year = {2012}, title = {{B}lock based face recognition approach robust to nose alterations}, author = {{K}ose, {N}eslihan and {E}rdogmus, {N}esli and {D}ugelay, {J}ean-{L}uc}, booktitle = {{BTAS} 2012, {IEEE} 5th {I}nternational {C}onference on {B}iometrics: {T}heory, {A}pplications and {S}ystems, 23-26 {S}eptember 2012, {W}ashington {DC}, {USA}}, address = {{W}ashington {DC}, {\'{E}}{TATS}-{UNIS}}, month = {09}, url = {http://www.eurecom.fr/publication/3783} }
Voir aussi: