开发一种高效的移动设备人脸检测和跟踪系统

Yeong Nam Chae, Jae-Deok Ha, H. Yang
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引用次数: 3

摘要

本文提出了一种高效的移动交互人脸检测与跟踪系统。为了快速检测人脸,该系统采用了基于颜色滤波的高效区域选择方法。然后基于粒子滤波对检测到的人脸进行跟踪。该系统集成了高效的人脸检测器和人脸跟踪器,可作为移动交互的用户界面。给出了一套在PC和移动环境下的实验。该系统大大减少了总体计算时间和误报次数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of an efficient face detection and tracking system for mobile devices
In this paper, we propose efficient face detection and tracking system for mobile interaction. To detect face rapidly, the proposed system adopts color filtering based efficient region selection method. Then the proposed system tracks the detected face based on particle filter. By integrating efficient face detector and face tracker, the proposed system can be used as user interface for mobile interaction. A set of experiment on PC and mobile environment are presented. The proposed system greatly reduce overall computational time and number of false positives.
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