DocumentCode :
1357506
Title :
A real-time stereo depth extraction hardware for intelligent home assistant robot
Author :
Kim, Dong-Sun ; Lee, Sang-Seol ; Choi, Byeong-Ho
Author_Institution :
Multimedia IP Res. Center, Korea Electron. Technol. Inst., Seongnam, South Korea
Volume :
56
Issue :
3
fYear :
2010
Firstpage :
1782
Lastpage :
1788
Abstract :
One of the fastest growing next generation consumer products is a robot technology industry and it is rapidly forming a huge market. A depth extraction is one of the key techniques to adopt a home assistant robot for avoiding obstacles and looking for a transfer route. However, a home assistant robot mounted stereo vision systems produce unpredictable changes in video sequences when the robot is walking and needs hard computation to produce an accurate estimation. In this paper, we propose hardware based realtime stereo depth extraction method for an intelligent home assistant robot. For fast adaption of the external environment, we present depth map extraction algorithm by using preprocessing, parallel prediction searching employing median filter. Experimental results show that the proposed method reduces the processing time and the energy consumption compared to the conventional methods. This implementation is suitable for adaptive real-time depth extraction that is compatible with current robot applications.
Keywords :
collision avoidance; consumer products; feature extraction; home automation; human-robot interaction; image sequences; intelligent robots; median filters; real-time systems; robot vision; stereo image processing; consumer product; depth map extraction algorithm; intelligent home assistant robot; median filter; obstacles avoidance; real time stereo depth extraction hardware; robot technology industry; stereo vision system; video sequence; Hardware; Pixel; Real time systems; Robot sensing systems; Service robots; depth extraction, intelligent home assistant robot, human robot interaction, sum of absolute differences;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/TCE.2010.5606326
Filename :
5606326
Link To Document :
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