RGB-D Camera based 3D Human Mouth Detection and Tracking Towards Robotic Feeding Assistance

被引:10
作者
Fang, Qinyuan [1 ]
Kyrarini, Maria [1 ]
Ristic-Durrant, Danijela [1 ]
Graeser, Axel [1 ]
机构
[1] Univ Bremen, IAT, Bremen, Germany
来源
11TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS (PETRA 2018) | 2018年
关键词
RGB-D Camera; Assistive Robotics; 3D Point Cloud; Mouth Detection; Robot Control;
D O I
10.1145/3197768.3201576
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, an RGB-D camera based framework for the recognition and tracking of the human mouth for the purpose of autonomous robotic feeding is presented. The method employs the state-of-the-art face detection algorithm to acquire the 2D facial landmarks, and the corresponding 3D position of the human mouth is calculated using the depth information. In addition, a 3D point cloud visualizer of the human face with marked facial landmarks is provided for the purpose of visualization. The proposed system is applied in real-time vision-based robot control. Experiments indicate the validity of the proposed work in localising the mouth of different subjects served by the robot with a cup of water.
引用
收藏
页码:391 / 396
页数:6
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