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Vision based assistive technology for people with dementia performing activities of daily living (ADLS) - an overviewud

机译:老年痴呆症患者的基于视觉的辅助技术,开展日常生活活动(ADLS)-概述 ud

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摘要

The rapid development of intelligent assistive technology for replacing a human caregiver in assisting people with dementia performing activities of daily living (ADLs) promises in the reduction of care cost especially in training and hiring human caregiver. The main problem however, is the various kinds of sensing agents used in such system and is dependent on the intent (types of ADLs) and environment where the activity is performed. In this paper on overview of the potential of computer vision based sensing agent in assistive system and how it can be generalized and be invariant to various kind of ADLs and environment. We find that there exists a gap from the existing vision based human action recognition method in designing such system due to cognitive and physical impairment of people with dementia.
机译:替代人类照料者的智能辅助技术的迅速发展,可以帮助痴呆症患者进行日常生活活动(ADL),特别是在培训和雇用人类照料者方面,有望降低照护成本。但是,主要问题是在这种系统中使用的各种感应剂,并且取决于执行活动的意图(ADL的类型)和环境。在本文中,概述了基于计算机视觉的传感代理在辅助系统中的潜力,以及如何将其推广和不依赖于各种ADL和环境。我们发现,由于痴呆症患者的认知和身体受损,现有的基于视觉的人类动作识别方法在设计此类系统方面存在差距。

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