Age classification for pose variant and occluded faces

Wei Ta Chu, Wen Long Liu, Jen Yu Yu

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

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationMM'10 - Proceedings of the ACM Multimedia 2010 International Conference
Pages743-746
Number of pages4
DOIs
Publication statusPublished - 2010
Event18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10 - Firenze, Italy
Duration: 2010 Oct 252010 Oct 29

Publication series

NameMM'10 - Proceedings of the ACM Multimedia 2010 International Conference

Conference

Conference18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10
CountryItaly
CityFirenze
Period10-10-2510-10-29

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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