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.
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