一种基于智能手机内置摄像头的眼神输入接口方案

IF 0.5 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Yu Saiga, Tota Mizuno, Yu Matsumoto, Kazuyuki Mito, Naoaki Itakura
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引用次数: 0

摘要

本研究的目的是开发一种视线输入接口,使用眼球扫瞄输入法,通过分析眼球附近区域的图像来估计眼球控制运动的方法。该方法是利用智能手机的内置摄像头拍摄图像,快速观察智能手机的四个角,计算眼球的移动距离,并利用Open CV库中的光流函数将眼球的移动距离分为水平和垂直分量。在实验中,我们通过要求受试者观察屏幕四个角和中心的快速凝视运动的往复来获取数据。通过对数据的分析,我们得到了看四个角的动作的波形特征,我们可以确定用户看的是四个角中的哪一个。此外,通过方差值区分相机抖动和视线移动,即使拿在手里,识别率也达到90%以上。研究表明,“Eye Glance”运动既可以用智能手机测量,也可以用个人电脑测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A proposal of eye glance input interface using smartphone built-in camera

The purpose of this study is to develop a line-of-sight input interface using the eye-glance input method, which uses a glance eye movement and method of estimating the eye-control movement by analyzing the image of the area near the eye-ball. The motion was discriminated by taking an image using the built-in camera of a smartphone to rapidly look at the four corners of the smartphone and calculate the moving distance of the eyeball, which was divided into horizontal and vertical components using the optical flow function in Open CV library. In the experiment, we obtained data by asking the subjects to look at the reciprocate of quick gaze movements at each of the four corners and the center of the screen. As a result of data analysis, characteristics of waveforms were obtained for the movements looking at the four corners, and we could determine which of the four corners the users were looking at. Furthermore, by distinguishing between camera shake and line-of-sight movement using the variance value, the discrimination rate was 90% or more even when held in the hand. It was shown that the Eye Glance movement can be measured with a smartphone as well as a PC.

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来源期刊
Electronics and Communications in Japan
Electronics and Communications in Japan 工程技术-工程:电子与电气
CiteScore
0.60
自引率
0.00%
发文量
45
审稿时长
6-12 weeks
期刊介绍: Electronics and Communications in Japan (ECJ) publishes papers translated from the Transactions of the Institute of Electrical Engineers of Japan 12 times per year as an official journal of the Institute of Electrical Engineers of Japan (IEEJ). ECJ aims to provide world-class researches in highly diverse and sophisticated areas of Electrical and Electronic Engineering as well as in related disciplines with emphasis on electronic circuits, controls and communications. ECJ focuses on the following fields: - Electronic theory and circuits, - Control theory, - Communications, - Cryptography, - Biomedical fields, - Surveillance, - Robotics, - Sensors and actuators, - Micromachines, - Image analysis and signal analysis, - New materials. For works related to the science, technology, and applications of electric power, please refer to the sister journal Electrical Engineering in Japan (EEJ).
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