使用图像变形的老年人的年龄进展

L. L. Gayani Kumari, A. Dharmaratne
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引用次数: 2

摘要

衰老是一个不可避免的过程,它的影响会导致人脸外观的重大变化。人脸识别有很大的信息量取决于他的年龄、性别、种族等。此外,面部表情和面部动作往往揭示了一个人的情绪状态。因此,人类面部分析受到了相当大的关注,并导致了进行面部识别、面部表情表征、面部建模等新方法的发展。面部衰老是由于面部特征、形状和质地的变化以及体重减轻/增加、面部毛发等其他生物因素造成的。年龄似乎是面部变化的主要原因,它已经成为最重要的。随着年龄的增长,人的生命周期可以分为四个主要阶段。这些人包括婴儿、儿童、年轻人和老年人。在每一个阶段都可以识别出大量的面部变化。本文介绍了一种利用变形技术改变老年人面部形状的方法。文章还从现有的研究中讨论了老年衰老进程技术的一些关键标志。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age progression for elderly people using image morphing
Aging is an inevitable process and its effects cause major variations in the appearance of human faces. Human face identification has a significant amount of information depend on his age, gender, ethnicity and etc. In addition, facial expression and facial gestures often reveal the emotional state of an individual. Consequently human facial analysis has received considerable attention and has led to the development of novel approaches to perform face recognition, facial expression characterization, face modeling, etc. Facial aging is attributed by changes in facial features, shape and texture and other biological factors like weight loss/gain, facial hair, etc. Age seems to be the main cause of the facial change and it has become forefront. Human life cycle can be classified in to four main stages with the age. Those are babies, children, young adults and elderly. Significant amount of facial changes can be identified in each of these stages. This paper introduces a methodology for elderly facial shape changes using morphing. Paper discusses some key landmarks of elderly aging progression techniques from the existing research pool as well.
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