YÜZ KIPLERININ BIRBIRLERI ÜZERINE ETKILERININ ÇÖZÜMLENMESI

Translated title of the contribution: Analyzing effects of face modalities

Büşra Çanak, Hazim Kemal Ekenel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 contributionAnalyzing effects of face modalities
Original languageUndefined
Title of host publication2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1046-1049
Number of pages4
ISBN (Electronic)9781467373869
DOIs
StatePublished - Jun 19 2015
Event2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Turkey
Duration: May 16 2015May 19 2015

Publication series

Name2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

Conference

Conference2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Country/TerritoryTurkey
CityMalatya
Period5/16/155/19/15

Keywords

  • age estimation
  • discrete cosine transform
  • gender classification
  • local binary pattern

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering
  • Computer Science Applications

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