通过面部定位进行计算机操作

P. Ballard, G. Stockman
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引用次数: 21

摘要

通过面部定向操作计算机为身体严重残疾的人提供了一种交流手段。作者提出了一种接近实时的计算机系统,可以跟踪受试者的眼睛和鼻子,并计算脸部的方向。K. Ohmura等人(1988)提出,方向可以从从面部提取的三个自然特征点中计算出来。该系统采用的计算方法是由近实时性能和精度的实际要求所驱动的。该方法是基于角膜的反射特性。任何明亮的光源都会在眼睛中形成一种固定的闪烁,只要光源是固定的。人脸方向检测被视为一个二维跟踪问题。从图像中提取眼睛的闪烁并用于定位鼻子。最后的实验表明,从三个特征点得到的人脸方向足够精确,可以控制鼠标光标从带有大亮按钮的菜单中进行选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer operation via face orientation
Computer operation via face orientation provides a means of communication for people with severe physical disability. The authors present a near-real-time computer system to track the eyes and the nose of a subject and compute the direction of the face. As presented by K. Ohmura et al. (1988), the direction can be computed from three natural feature points extracted from the face. The computational approach taken in this system is motivated by the practical requirements of near-real-time performance and accuracy. The approach is based on the reflection characteristic of the cornea. Any bright light source forms a twinkle in the eye that is fixed as long as the light source is fixed. Face direction detection is treated as a 2D tracking problem. The eye twinkles are extracted from the image and used to locate the nose. A final experiment shows that the face direction obtained from the three feature points is precise enough to control the mouse cursor to make selection from a menu with large light buttons.<>
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