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Development of an eye-tracking control system using AForge.NET framework

机译:使用AForge.NET框架开发眼动追踪控制系统

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Assistive technology is taken one step ahead with the introduction of sophisticated eye-tracking and gaze-tracking techniques which track the movement of the eye and the gaze location to control various applications. This paper describes in detail the low-cost hardware development and the software architecture for a real-time eye-tracking based wireless control system using the open-source image processing framework of AForge.NET. The system developed has been tested in the field of remote robotic navigation, using the Lego NXT Mindstorm robot, and wireless home automation, using the X10 transmission protocol. The system designed uses a wireless camera to detect the eye movements and transmit control signals over a wireless channel. This provides a highly useful alternative control system for a person suffering from quadriplegia (i.e. full body paralysis). Tests conducted to measure the processing time, system accuracy and error aid in evaluating the performance of the developed eye-tracking system.
机译:通过引入先进的眼睛跟踪和注视跟踪技术,辅助技术向前迈了一步,该技术可以跟踪眼睛的运动和注视位置以控制各种应用。本文详细介绍了使用AForge.NET开源图像处理框架的基于实时眼动跟踪的无线控制系统的低成本硬件开发和软件体系结构。开发的系统已经在使用Lego NXT Mindstorm机器人的远程机器人导航和使用X10传输协议的无线家庭自动化领域进行了测试。设计的系统使用无线摄像头检测眼睛的运动并通过无线通道传输控制信号。这为患有四肢瘫痪(即全身瘫痪)的人提供了非常有用的替代控制系统。为测量处理时间,系统准确性和错误而进行的测试有助于评估已开发的眼动追踪系统的性能。

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