Mouth tracking for hands-free robot control systems

被引:0
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作者
Miyoung Nam
Minhaz Uddin Ahmed
Yan Shen
Phill Kyu Rhee
机构
[1] Inha University,ITLab, Department of Computer and Information Engineering
关键词
AdaBoost; Haar-like features; human-computer interaction (HCI); region of interest (ROI);
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中图分类号
学科分类号
摘要
In this paper, we propose a mouth tracking method for remote robot control systems. The main idea behind the work is to help disabled people, who cannot operate any keyboard or joystick, to control a robot without use of their hands. The mouth tracking method is mainly based on the AdaBoost feature detection approach. By adding new Haar-like features for detecting the corner of the mouth, the speed and accuracy of detection are improved. The AdaBoost feature detection combined with the Kalman filter accomplished continuous and accurate mouth tracking. Meanwhile, the gripping commands for the robot manipulator were obtained through recognition of mouth shape, such as for a pouting mouth or a grinning mouth. To assess the validity of the method, mouth detection experiments and robot cargo transport experiments were conducted. The results indicate that the proposed method can realize mouth tracking and robot operations that are quick and accurate in retrieving items successfully.
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页码:628 / 636
页数:8
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