科研成果详情

发表状态已发表Published
题名Age estimation with dynamic age range
作者
发表日期2017-03-01
发表期刊Multimedia Tools and Applications
ISSN/eISSN1380-7501
卷号76期号:5页码:6551-6573
摘要

Age estimation has been widely used and became more and more important, for its usefulness in various applications. However, accurately predict the age for an unlabeled image is difficult, because there are many factors that have impact on the appearance of a person. Some people look younger than his/her true age, while the others look much older. Therefore, predict an age group or a specific age for a facial image is not good enough. In this paper, we propose a new method to estimate the age of facial image into a dynamic range or a discrete age set rather than a single age or age group. Furthermore, we introduce a new measurement, i.e. Confidence Interval/Confidence Level to evaluate the performance of proposed method. Our experimental results show that the proposed method is promising.

关键词Age estimation Confidence interval/confidence level Density peak Local binary pattern(LBP)
DOI10.1007/s11042-015-3230-0
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号WOS:000397278400021
Scopus入藏号2-s2.0-84958249442
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/7235
专题个人在本单位外知识产出
通讯作者Chen, Yewang
作者单位
College of Computer Science and Technology of Huaqiao University Xiamen, Xiamen, China
推荐引用方式
GB/T 7714
Lai, Dehe,Chen, Yewang,Luo, Xiangyuet al. Age estimation with dynamic age range[J]. Multimedia Tools and Applications, 2017, 76(5): 6551-6573.
APA Lai, Dehe, Chen, Yewang, Luo, Xiangyu, Du, Jixiang, & Wang, Tian. (2017). Age estimation with dynamic age range. Multimedia Tools and Applications, 76(5), 6551-6573.
MLA Lai, Dehe,et al."Age estimation with dynamic age range". Multimedia Tools and Applications 76.5(2017): 6551-6573.
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