计算机视觉应用于改善运动障碍者的互动和沟通:一个系统的映射

IF 0.7 Q4 REHABILITATION Technology and Disability Pub Date : 2021-02-24 DOI:10.3233/TAD-200308
Rúbia E. O. Schultz Ascari, Luciano Silva, Roberto Pereira
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引用次数: 5

摘要

背景:残疾人使用计算机作为一种交流工具,可以作为一种有效促进社会互动和人们更具包容性和积极参与社会的替代方案。目的:本文对文献进行了系统的绘制,对计算机视觉的科学贡献进行了调查,使有运动和言语障碍的用户能够轻松访问计算机,从而发挥他们的沟通能力。方法:通过检索确定了2009年至2019年间发表的221篇可能符合条件的科学文章,并由ACM、IEEE、Science Direct和Springer数据库编制了索引。结果:从检索到的论文中,33篇被选为本研究感兴趣的主题:人机交互、人机交互、娱乐和调查。大多数选定的研究都使用预定义的手势集、低成本的相机和跟踪特定身体区域进行手势交互。结论:研究结果概述了计算机视觉技术在运动和言语残疾人辅助技术应用研究中的应用,指出了该研究领域的机遇和挑战。
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Computer Vision applied to improve interaction and communication of people with motor disabilities: A systematic mapping
BACKGROUND: The use of computers as a communication tool by people with disabilities can serve as an alternative effective to promote social interactions and the more inclusive and active participation of people in society. OBJECTIVE: This paper presents a systematic mapping of the literature that provides a survey of scientific contributions where Computer Vision is applied to enable users with motor and speech impairments to access computers easily, allowing them to exert their communicative abilities. METHODS: The mapping was conducted employing searches that identified 221 potentially eligible scientific articles published between 2009 and 2019, indexed by ACM, IEEE, Science Direct, and Springer databases. RESULTS: From the retrieved papers, 33 were selected and categorized into themes of this research interest: Human-Computer Interaction, Human-Machine Interaction, Human-Robot Interaction, Recreation, and surveys. Most of the chosen studies use sets of predefined gestures, low-cost cameras, and tracking a specific body region for gestural interaction. CONCLUSION: The results offer an overview of the Computer Vision techniques used in applied research on Assistive Technology for people with motor and speech disabilities, pointing out opportunities and challenges in this research domain.
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来源期刊
Technology and Disability
Technology and Disability Medicine-Rehabilitation
CiteScore
1.40
自引率
20.00%
发文量
19
期刊介绍: Technology and Disability communicates knowledge about the field of assistive technology devices and services, within the context of the lives of end users - persons with disabilities and their family members. While the topics are technical in nature, the articles are written for broad comprehension despite the reader"s education or training. Technology and Disability"s contents cover research and development efforts, education and training programs, service and policy activities and consumer experiences. - The term Technology refers to assistive devices and services. - The term Disability refers to both permanent and temporary functional limitations experienced by people of any age within any circumstance.
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