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Content Provider | IEEE Xplore Digital Library |
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Author | Lei Chen Zhen Dong Sheng Gao Baofeng Yuan Mingtao Pei |
Copyright Year | 2014 |
Description | Author affiliation: Sch. of Comput. Sci., Beijing Inst. of Technol., Beijing, China (Zhen Dong; Mingtao Pei) || Beijing Inst. of Spacecraft Syst. Eng., Beijing, China (Lei Chen; Sheng Gao; Baofeng Yuan) |
Abstract | In this paper, we present a stereovision-only based interactive mobile robot for supporting human-robot face-to-face interaction in the real world. A three-level architecture, which consists of sensor level, perception level and behavior level, is designed for the robot in order to perceive, understand and react to the human activity during interaction based only on visual information. A high performance stand-alone stereovision system (RGBD imager), developed in our lab, is applied to obtain the composite of color (RGB) images and dense disparity (D) maps at video rate. The RGBD imager allows the robot a human-like 3-D visual perception ability to (1) autonomously detect the human of interest whom the robot could interact with using the offline learning approaches, and (2) focus exclusively on the target human while both the human and the robot are moving during interaction using on-line learning approaches. We demonstrate and evaluate the performance of our interactive mobile robot in an office environment. The experimental results show that a reliable and dynamic face-to-face interaction is achieved, so that the target human face is always kept in the field of view and at a suitable social distance from the robot. |
Starting Page | 1840 |
Ending Page | 1845 |
File Size | 1762104 |
Page Count | 6 |
File Format | |
ISBN | 9781479952090 |
ISSN | 10514651 |
DOI | 10.1109/ICPR.2014.322 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2014-08-24 |
Publisher Place | Sweden |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Robot sensing systems Skin Mobile robots Visualization Detectors Image color analysis |
Content Type | Text |
Resource Type | Article |
Subject | Computer Vision and Pattern Recognition |
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