Facial video age progression considering expression change

Shintaro Yamamoto, Pavel A. Savkin, Takuya Kato, Shoichi Furukawa, Shigeo Morishima

研究成果: Conference contribution

抜粋

This paper proposes an age progression method for facial videos. Age is one of the main factors that changes the appearance of the face, due to the associated sagging, spots, and wrinkles. These aging features change in appearance depending on facial expressions. As an example, we see wrinkles appear in the face of the young when smiling, but the shape of wrinkles changes in older faces. Previous work has not considered the temporal changes of the face, using only static images as databases. To solve this problem, we extend the texture synthesis approach to use facial videos as source videos. First, we spatio-temporally align the videos of database to match the sequence of a target video. Then, we synthesize an aging face and apply the temporal changes of the target age to the wrinkles appearing in the facial expression image in the target video. As a result, our method successfully generates expression changes specific to the target age.

元の言語English
ホスト出版物のタイトルCGI 2017 - Proceedings of the 2017 Computer Graphics International Conference
出版者Association for Computing Machinery
Part F128640
ISBN(電子版)9781450352284
DOI
出版物ステータスPublished - 2017 6 27
外部発表Yes
イベント2017 Computer Graphics International Conference, CGI 2017 - Yokohama, Japan
継続期間: 2017 6 272017 6 30

Other

Other2017 Computer Graphics International Conference, CGI 2017
Japan
Yokohama
期間17/6/2717/6/30

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

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  • これを引用

    Yamamoto, S., Savkin, P. A., Kato, T., Furukawa, S., & Morishima, S. (2017). Facial video age progression considering expression change. : CGI 2017 - Proceedings of the 2017 Computer Graphics International Conference (巻 Part F128640). [a5] Association for Computing Machinery. https://doi.org/10.1145/3095140.3095145