Visual language model for face clustering in consumer photos

Wei Ta Chu, Ya Lin Lee, Jen Yu Yu

研究成果: Conference contribution

8 引文 斯高帕斯(Scopus)

摘要

For consumer photos, this work clusters faces with large variations in lighting, pose, and expression. After matching face images by local feature points, we transform matching situations into a novel representation called visual sentences. Then, visual language models are constructed to describe the dependency of image patches on faces. With the probabilistic framework, we develop a clustering algorithm to group the same individual's face images into the same cluster. An interesting observation about evaluating face clustering performance is proposed, and we demonstrate the superiority of the proposed visual language model approach.

原文English
主出版物標題MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums
頁面625-628
頁數4
DOIs
出版狀態Published - 2009
事件17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums - Beijing, China
持續時間: 2009 十月 192009 十月 24

出版系列

名字MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums

Conference

Conference17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums
國家/地區China
城市Beijing
期間09-10-1909-10-24

All Science Journal Classification (ASJC) codes

  • 計算機理論與數學
  • 電腦科學應用
  • 電腦視覺和模式識別
  • 軟體

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