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A study on human interface system using the direction of eyes and face

机译:基于眼睛和面部方向的人机交互系统研究

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摘要

Establishing an efficient alternative channel for communication without overt speech and hand movements is important for increasing the quality of life for patients lacking correct limb and facial muscular responses. This paper presents the eye movement tracking system using cross-channel electrooculogram signals. In addition, we used Kinect sensor (RGB-D sensor) for face tracking. Thus, gaze estimation system can be established by both eye movement and face tracking. Simulation experiments were designed in order to confirm the effectiveness of the proposed system. As a result of simulation experiments, gaze position estimation is recognized under high accuracy in our system.
机译:建立有效的替代沟通渠道而没有明显的言语和手部动作,对于提高缺乏正确的肢体和面部肌肉反应的患者的生活质量至关重要。本文提出了一种使用跨通道眼电信号的眼动跟踪系统。此外,我们使用Kinect传感器(RGB-D传感器)进行面部跟踪。因此,可以通过眼睛移动和面部跟踪两者来建立注视估计系统。设计仿真实验以确认所提出系统的有效性。作为仿真实验的结果,凝视位置估计在我们的系统中被认为是高精度的。

著录项

  • 来源
    《Artificial life and robotics》 |2015年第4期|291-298|共8页
  • 作者单位

    Interdisciplinary Graduate School of Agriculture and Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki-shi, Miyazaki 889-2192, Japan;

    Interdisciplinary Graduate School of Agriculture and Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki-shi, Miyazaki 889-2192, Japan;

    Graduate Course in Electrical and Electronic Engineering, University of Miyazaki, Miyazaki, Japan;

    Department of Environmental Robotics, University of Miyazaki, Miyazaki, Japan;

    Department of Electrical and Systems Engineering, University of Miyazaki, Miyazaki, Japan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Gaze estimation; Electrooculogram signal; RGB-D sensor;

    机译:注视估计;心电图信号;RGB-D传感器;

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