一种实现头部姿态和凝视方向实时立体视觉测量的算法

Y. Matsumoto, A. Zelinsky
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引用次数: 327

摘要

为了构建智能人机界面,系统必须了解用户的意图和注意点。由于一个人的头部姿势和凝视方向的运动与他/她的意图和注意力密切相关,因此可以利用这些信息的检测来构建自然直观的界面。我们描述了一种实时立体人脸跟踪和凝视检测系统,可以同时测量头部姿态和凝视方向。该系统的关键是利用实时立体视觉,并结合一种适合实时处理的简单算法。由于我们的系统可以直接测量人脸特征的三维坐标,与传统的单目相机系统相比,我们可以大大简化3D模型拟合算法,以获得头部的完整三维姿态。因此,我们实现了一个非接触、被动、实时、鲁棒、精确和紧凑的头部姿态和凝视方向测量系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithm for real-time stereo vision implementation of head pose and gaze direction measurement
To build smart human interfaces, it is necessary for a system to know a user's intention and point of attention. Since the motion of a person's head pose and gaze direction are deeply related with his/her intention and attention, detection of such information can be utilized to build natural and intuitive interfaces. We describe our real-time stereo face tracking and gaze detection system to measure head pose and gaze direction simultaneously. The key aspect of our system is the use of real-time stereo vision together with a simple algorithm which is suitable for real-time processing. Since the 3D coordinates of the features on a face can be directly measured in our system, we can significantly simplify the algorithm for 3D model fitting to obtain the full 3D pose of the head compared with conventional systems that use monocular camera. Consequently we achieved a non-contact, passive, real-time, robust, accurate and compact measurement system for head pose and gaze direction.
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