Age and gender estimation by using facial image

Hironobu Fukai, Hironori Takimoto, Yasue Mitsukura, Minoru Fukumi

研究成果: Conference contribution

7 引用 (Scopus)

抜粋

In this paper, we propose age and gender estimation system by vairous features. Age and gender has a lot of characteristics. These characteristics are one of the difficult cognitive process in human interaction. If we can extract the important feature of this cognitive process, it is considered that the age and gender estimation by the machine becomes possible. Therefore, we propose a method of age and gender feature extraction and estimation using the face image. In this paper, the age of the face means apparent-age that is based on the human perception of age. Moreover, person's aging and gender difference appear in the faces. For example, the pigmented spot, the wrinkle, sagging skin, shape, color of skin, and so on. Thus, we extract these several features for age and gender estimation. Furthermore, we estimate a continuous age and gender using a neural network (NN).

元の言語English
ホスト出版物のタイトルAMC2010 - The 11th IEEE International Workshop on Advanced Motion Control, Proceedings
ページ179-184
ページ数6
DOI
出版物ステータスPublished - 2010 6 25
イベント2010 11th IEEE International Workshop on Advanced Motion Control, AMC2010 - Nagaoka, Niigata, Japan
継続期間: 2010 3 212010 3 24

出版物シリーズ

名前International Workshop on Advanced Motion Control, AMC

Other

Other2010 11th IEEE International Workshop on Advanced Motion Control, AMC2010
Japan
Nagaoka, Niigata
期間10/3/2110/3/24

    フィンガープリント

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Modelling and Simulation
  • Computer Science Applications
  • Electrical and Electronic Engineering

これを引用

Fukai, H., Takimoto, H., Mitsukura, Y., & Fukumi, M. (2010). Age and gender estimation by using facial image. : AMC2010 - The 11th IEEE International Workshop on Advanced Motion Control, Proceedings (pp. 179-184). [5464004] (International Workshop on Advanced Motion Control, AMC). https://doi.org/10.1109/AMC.2010.5464004