老年用户的情感识别技术:快照

Fiza Mughal, W. Raffe, J. Garcia
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引用次数: 3

摘要

一些老年人更喜欢独立生活,但由于认知障碍或其他与年龄有关的疾病,他们不一定能独自生活。为了帮助老年人独立生活,我们考虑使用情绪识别作为老年人相对自主的监测方法。对各种情绪识别研究的分析和比较表明,几乎没有一项研究考虑到与年龄相关的认知能力下降,这带来了各种各样的问题。本文的目的是概述当前的情绪识别技术,以及为什么它们不一定适合或适用于老年人。这一分析为提出的老年人自主监测系统概念框架奠定了基础,该系统可以最大限度地减少对明确用户输入或交互的需求,同时仍然监测老年人的健康状况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Emotion Recognition Techniques for Geriatric Users: A Snapshot
Several elderly people prefer their independence, however due to cognitive impairment or other age-related ailments they cannot necessarily be left on their own. In order to aid the elderly in living independently, we consider the use of emotion recognition as a relatively autonomous monitoring approach for geriatric people. An analysis and comparison among various emotion recognition studies has shown that close to none of these studies have taken age related cognitive decline into account, which comes with various issues. The aim of this paper is to provide an overview of current emotion recognition techniques and why they may not necessarily be suitable or feasible for geriatric people. This analysis serves as a foundation for a proposed conceptual framework toward an autonomous monitoring system for geriatric people which could minimize the need for explicit user input or interaction while still monitoring the geriatric person(s) well-being.
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