YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

Büşra Çanak; Hazim Kemal Ekenel

doi:10.1109/SIU.2015.7130012

YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

Büşra Çanak
, Hazim Kemal Ekenel

Bilgisayar Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

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.

Tercüme edilen katkı başlığı	Analyzing effects of face modalities
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	1046-1049
Sayfa sayısı	4
ISBN (Elektronik)	9781467373869
DOI'lar	https://doi.org/10.1109/SIU.2015.7130012
Yayın durumu	Yayınlandı - 19 Haz 2015
Etkinlik	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Türkiye Süre: 16 May 2015 → 19 May 2015

Yayın serisi

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

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Ülke/Bölge	Türkiye
Şehir	Malatya
Periyot	16/05/15 → 19/05/15

Bibliyografik not

Publisher Copyright:
© 2015 IEEE.

Keywords

age estimation
discrete cosine transform
gender classification
local binary pattern

Belgeye Erişim

10.1109/SIU.2015.7130012

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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). Makale 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",

month = jun,

day = "19",

doi = "10.1109/SIU.2015.7130012",

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

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1046--1049",

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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, Türkiye, 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).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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

UR - https://www.scopus.com/pages/publications/84939169362

U2 - 10.1109/SIU.2015.7130012

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

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 -

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

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap