| ANTONINI, G, Vlad POPOVICI a JP THIRAN. Independent Component Analysis and Support Vector Machine for face feature extraction. AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS. BERLIN: SPRINGER-VERLAG BERLIN, 2003, roč. 2688, s. 111-118. ISSN 0302-9743. |
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@article{1090329,
author = {Antonini, G and Popovici, Vlad and Thiran, JP},
article_location = {BERLIN},
language = {eng},
issn = {0302-9743},
journal = {AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS},
title = {Independent Component Analysis and Support Vector Machine for face feature extraction},
volume = {2688},
year = {2003}
}
TY - JOUR
ID - 1090329
AU - Antonini, G - Popovici, Vlad - Thiran, JP
PY - 2003
TI - Independent Component Analysis and Support Vector Machine for face feature extraction
JF - AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
VL - 2688
SP - 111-118
EP - 111-118
PB - SPRINGER-VERLAG BERLIN
SN - 03029743
N2 - We propose Independent Component Analysis representation and Support Vector Machine classification to extract facial features in a face detection /localization context. The goal is to find a better space where project the data in order to build ten different face-feature classifiers that are robust to illumination variations and bad environment conditions. The method was tested on the BANCA database, in different scenarios: controlled conditions, degraded conditions and adverse conditions.
ER -
ANTONINI, G, Vlad POPOVICI a JP THIRAN. Independent Component Analysis and Support Vector Machine for face feature extraction. \textit{AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS}. BERLIN: SPRINGER-VERLAG BERLIN, 2003, roč.~2688, s.~111-118. ISSN~0302-9743.
|
