TY - GEN
T1 - YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI
AU - Çanak, Büşra
AU - Ekenel, Hazim Kemal
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/6/19
Y1 - 2015/6/19
N2 - In this paper, we investigate the effect of face modalities on each other. Analysing the effect of face modalities is a difficult research problem, because of the lack of publicly available annotated databases, in which each sample has labels for each face mode. We selected gender and age face modes to analyse their effect between them. The database is divided into groups uniformly and there is no overlap between training and testing sets. Same amount of training samples is used to train each model to avoid the effect of having different amount of training samples to the results. According to obtained results, utilising the correlation between the face modes provided better results than using the face modes alone.
AB - In this paper, we investigate the effect of face modalities on each other. Analysing the effect of face modalities is a difficult research problem, because of the lack of publicly available annotated databases, in which each sample has labels for each face mode. We selected gender and age face modes to analyse their effect between them. The database is divided into groups uniformly and there is no overlap between training and testing sets. Same amount of training samples is used to train each model to avoid the effect of having different amount of training samples to the results. According to obtained results, utilising the correlation between the face modes provided better results than using the face modes alone.
KW - age estimation
KW - discrete cosine transform
KW - gender classification
KW - local binary pattern
UR - http://www.scopus.com/inward/record.url?scp=84939169362&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84939169362&partnerID=8YFLogxK
U2 - 10.1109/SIU.2015.7130012
DO - 10.1109/SIU.2015.7130012
M3 - Conference contribution
AN - SCOPUS:84939169362
T3 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
SP - 1046
EP - 1049
BT - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Y2 - 16 May 2015 through 19 May 2015
ER -