Age progression: Current technologies and applications

Age progression: Current technologies and applications
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年龄进展:当前技术和应用

DOI:
10.1016/j.neucom.2016.01.101
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发表时间:
2016-10
期刊:
影响因子:
6
通讯作者:
Jinhui Tang
Jinhui Tang
中科院分区:
计算机科学2区
文献类型:
--
作者:
Xiangbo Shu;Guosen Xie;Zechao Li;Jinhui Tang

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年龄进展被定义为在美学上重新呈现具有自然老化或在任何未来年龄对个体面部的恢复效果的面部。它已成为计算机视觉领域一个引人注目的课题。通常,一个人的面部外观沿着他/她的一生是变化的,例如面部轮廓的形状、皮肤纹理的变化等。在过去的十年中,越来越多的关于年龄进展及其相关应用的工作已经被报道,例如,跨年龄人脸分析,年龄估计,娱乐等。在本文中,我们总结了一些最近的和令人印象深刻的年龄增长的方法,并给出了一些与年龄增长相关的应用。此外,介绍了一些流行的人脸老化数据库,并讨论了未来的发展方向。
Age progression is defined as esthetically re-rendering a face with natural aging or rejuvenating effects in any future age for an individual face. It has become an attracting topic in the field of computer vision field. Typically, a person׳s facial appearances are varying along his/her whole life, such as the shape of facial contour, changes of skin textures, and so on. In the last decade, an increasing number of work on the age progression and the related applications have been reported, e.g., cross-age face analysis, age estimation, entertainment, etc. In this paper, we summarize some recent and impressive age progression methods and give some applications related to age progression. Moreover, some popular face aging databases are introduced and the future directions of the age progression are also discussed.
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