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/eISSN | 1380-7501 |
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) |
DOI | 10.1007/s11042-015-3230-0 |
URL | 查看来源 |
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 | |
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. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论