Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction
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结合对象检测和脑机接口:迈向主体与环境交互的新方式

DOI:
10.1109/mlsp.2011.6064548
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发表时间:
2011
期刊:
2011 IEEE International Workshop on Machine Learning for Signal Processing
影响因子:
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通讯作者:
M. V. Hulle
M. V. Hulle
中科院分区:
--
文献类型:
--
作者:
Arne Robben;N. Chumerin;N. Manyakov;Adrien Combaz;M. V. Vliet;M. V. Hulle

文献摘要

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在本文中,我们提出了一个应用程序,是两个研究学科的协同:视觉对象检测(和定位)和脑机接口。目标是构建一种替代方法,让人在不使用语言或任何其他形式的肌肉活动的情况下,在环境中选择真实的物体。由于后者,我们的应用程序可能对患有严重运动障碍的患者有用,因为它可以使他们参与与物体的高级交互过程。
In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.