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Facial aging simulation based on super-resolution in tensor space

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The facial change caused by aging progression might significantly degrade the performance of a face recognition system. One major way to deal with this problem is to predict the aging process. The work presented in this paper proposed a framework to simulate the face aging process by means of super-resolution. Considered the nature of multi-modalities in face image set, multi-linear algebra is introduced into the super-resolution method to represent and process the whole image set in tensor space. The simulating results represented in the paper are compared with the ground truth face image of the same people.

源语言英语
主期刊名2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings
1648-1651
页数4
DOI
出版状态已出版 - 2008
活动2008 IEEE International Conference on Image Processing, ICIP 2008 - San Diego, CA, 美国
期限: 12 10月 200815 10月 2008

出版系列

姓名Proceedings - International Conference on Image Processing, ICIP
ISSN(印刷版)1522-4880

会议

会议2008 IEEE International Conference on Image Processing, ICIP 2008
国家/地区美国
San Diego, CA
时期12/10/0815/10/08

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