YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

Büşra Çanak; Hazim Kemal Ekenel

doi:10.1109/SIU.2015.7130012

YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

Translated title of the contribution: Analyzing effects of face modalities

Büşra Çanak, Hazim Kemal Ekenel

Department of Computer Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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.

Translated title of the contribution	Analyzing effects of face modalities
Original language	Turkish
Title of host publication	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1046-1049
Number of pages	4
ISBN (Electronic)	9781467373869
DOIs	https://doi.org/10.1109/SIU.2015.7130012
Publication status	Published - 19 Jun 2015
Event	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Turkey Duration: 16 May 2015 → 19 May 2015

Publication series

Name	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

Conference

Conference	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Country/Territory	Turkey
City	Malatya
Period	16/05/15 → 19/05/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Access to Document

10.1109/SIU.2015.7130012

Cite this

Çanak, B., & Ekenel, H. K. (2015). YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings (pp. 1046-1049). Article 7130012 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2015.7130012

Çanak, Büşra ; Ekenel, Hazim Kemal. / YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI. 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 1046-1049 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

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abstract = "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.",

keywords = "age estimation, discrete cosine transform, gender classification, local binary pattern",

author = "B{\"u}{\c s}ra {\c C}anak and Ekenel, {Hazim Kemal}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 ; Conference date: 16-05-2015 Through 19-05-2015",

year = "2015",

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doi = "10.1109/SIU.2015.7130012",

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series = "2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings",

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Çanak, B & Ekenel, HK 2015, YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI. in 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings., 7130012, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1046-1049, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16/05/15. https://doi.org/10.1109/SIU.2015.7130012

YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI. / Çanak, Büşra; Ekenel, Hazim Kemal.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1046-1049 7130012 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

AU - Çanak, Büşra

AU - Ekenel, Hazim Kemal

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

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DO - 10.1109/SIU.2015.7130012

M3 - Konferans katkısı

AN - SCOPUS:84939169362

T3 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

SP - 1046

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BT - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Çanak B, Ekenel HK. YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1046-1049. 7130012. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). doi: 10.1109/SIU.2015.7130012

YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

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