FG2015 age progression evaluation

Andreas Lanitis, Nicolas Tsapatsoulis, Kleanthis Soteriou, Daiki Kuwahara, Shigeo Morishima

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

The topic of face-aging received increased attention by the computer vision community during the recent years. This interest is motivated by important real life applications where accurate age progression algorithms can be used. However, age progression methodologies may only be used in real applications provided that they have the ability to produce accurate age progressed images. Therefore it is of utmost importance to encourage the development of accurate age progression algorithms through the formulation of performance evaluation protocols that can be used for obtaining accurate performance evaluation results for different algorithms reported in the literature. In this paper we describe the organization of the, first ever, pilot independent age progression competition that aims to provide the basis of a robust framework for assessing age progression methodologies. The evaluation carried out involves the use of several machine-based and human-based indicators that were used for assessing eight age progression methods.

本文言語English
ホスト出版物のタイトル2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781479960262
DOI
出版ステータスPublished - 2015 7月 17
イベント11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015 - Ljubljana, Slovenia
継続期間: 2015 5月 42015 5月 8

出版物シリーズ

名前2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015

Other

Other11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015
国/地域Slovenia
CityLjubljana
Period15/5/415/5/8

ASJC Scopus subject areas

  • コンピュータ ビジョンおよびパターン認識

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