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A review on depression detection and diagnoses based on visual facial cues

机译:基于视觉面部提示的抑郁检测与诊断综述

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Computerized artificial intelligent machines and devices are invading all human life details rapidly. Verities of algorithms have been proposed to achieve results that can match or exceed the human results. The automatic visual facial cues based depression assessment is a fast-growing research area since it can provide help to psychiatrists and physicians in some cases when traditional other ways fail. The system has many stages, and different kinds of strategies have been used over the past years. Summarizing the previous works, going over the system stages and how the system works are needed to give a brief overview on the topic. This can provide a helpful start for researchers that tend to explore such a domain. Accordingly, the work demonstrates the topic from many aspects, touches on the general parts, and details the important associated points of it. The contribution of this paper is to make a review for the techniques used to detect depression from facial cues, as well as the established system for signal processing and extraction of features for previous studies in this field; which is new in the field of detect depression, so this review is not investigation has been done, but it's a discussion of researches that Issued and comparing the techniques utilized and proposing the best technology.
机译:计算机化人工智能机器和设备正在迅速侵入所有人类生活细节。已经提出了算法的结构来实现可以匹配或超过人类结果的结果。基于自动的视觉面部提示的抑郁评估是一种快速增长的研究领域,因为它可以在传统其他方式失败的情况下在某些情况下为精神科医生和医生提供帮助。该系统有许多阶段,过去几年使用不同类型的策略。总结以前的作品,通过系统阶段以及系统如何运作,以简要概述主题。这可以为倾向于探索这样的领域的研究人员提供有用的开始。因此,该工作展示了许多方面的主题,触及一般部分,并详细介绍了它的重要相关点。本文的贡献是对用于从面部线索中检测抑郁症的技术进行审查,以及在该领域的先前研究的信号处理和提取特征的建立系统;其中在检测抑郁症领域是新的,因此这一评论未完成调查,但它是对发出和比较所用技术和提出最好的技术的研究的讨论。

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