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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Kubota, N. Toda, Y. |
| Copyright Year | 1998 |
| Abstract | This paper proposes a multimodal communication method for human-friendly robot partners based on various types of sensors. First, we explain informationally structured space to extend the cognitive capabilities of robot partners based on environmental systems. Next, we discuss the suitable measurement range for recognition technologies of touch interface, voice recognition, human detection, gesture recognition, and others. Based on the suitable measurement ranges, we propose an integration method to estimate human behaviors based on the human detection using color image and 3-D distance information, and gesture recognition by the multilayered spiking neural network using the time series of human-hand positions. Furthermore, we propose a conversation system to realize the multimodal communication with a person. Finally, we show several experimental results of the proposed method, and discuss the future direction of this research. |
| Starting Page | 1142 |
| Ending Page | 1151 |
| Page Count | 10 |
| File Size | 898561 |
| File Format | |
| ISSN | 10946977 |
| Volume Number | 42 |
| Issue Number | 6 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-11-01 |
| Publisher Place | U.S.A. |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Robots Human-robot interaction User interfaces Multimodal sensors Man machine systems Neural networks Three dimensional displays Gesture recognition ubiquitous computing Computational intelligence human–robot interaction information services intelligent robots |
| Content Type | Text |
| Resource Type | Article |
| Subject | Control and Systems Engineering Information Systems Electrical and Electronic Engineering Human-Computer Interaction Computer Science Applications Software |
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