Age classification for pose variant and occluded faces

Wei Ta Chu, Wen Long Liu, Jen Yu Yu

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

We extend the object class invariant (OCI) model to age classification, for pose variant and occluded faces. With the OCI model, we first localize faces from images captured in arbitrary views, and then determine the most distinctive features. Relationships between feature points and the invariant vector are described in terms of geometry and appearance information, in the form of a probabilistic model. In contrast to previous works on age classification/ estimation, we emphasize that this method is especially useful for faces captured in real-world situations.

原文English
主出版物標題MM'10 - Proceedings of the ACM Multimedia 2010 International Conference
頁面743-746
頁數4
DOIs
出版狀態Published - 2010
事件18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10 - Firenze, Italy
持續時間: 2010 十月 252010 十月 29

出版系列

名字MM'10 - Proceedings of the ACM Multimedia 2010 International Conference

Conference

Conference18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10
國家Italy
城市Firenze
期間10-10-2510-10-29

All Science Journal Classification (ASJC) codes

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition
  • Human-Computer Interaction
  • Software

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