An experimental study on content-based face annotation of photos

Mei Chen Yeh, Sheng Zhang, Kwang Ting Cheng

研究成果: 書貢獻/報告類型會議貢獻

摘要

Face annotation of photos, a key enabling technology for many exciting new applications, has been gaining broad interest. The task is different from the general face recognition problem because the dataset is not constrained - an unlabelled face may not have any corresponding match in the training set. Moreover, faces in real-life photos have a significantly wider variation range than those in the conventional face datasets. We designed and conducted a thorough experimental study to understand the efficacy of face recognition methods for annotating faces in real-world scenarios. The findings of this study should provide information for various design choices for a practical and high-accuracy face annotation system.

原文英語
主出版物標題IEEE 3rd International Conference on Biometrics
主出版物子標題Theory, Applications and Systems, BTAS 2009
DOIs
出版狀態已發佈 - 2009 十二月 16
事件IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009 - Washington, DC, 美国
持續時間: 2009 九月 282009 九月 30

出版系列

名字IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009

其他

其他IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009
國家美国
城市Washington, DC
期間09/9/2809/9/30

ASJC Scopus subject areas

  • Biotechnology
  • Computational Theory and Mathematics
  • Computer Vision and Pattern Recognition

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  • 引用此

    Yeh, M. C., Zhang, S., & Cheng, K. T. (2009). An experimental study on content-based face annotation of photos. 於 IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009 [5339084] (IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009). https://doi.org/10.1109/BTAS.2009.5339084