DocumentCode :
2035481
Title :
3D Object tracking by pan-tilt moving cameras and robot using sparse template matching and particle filter
Author :
Ukida, Hiroyuki ; Kawanami, Masayuki ; Terama, Yasuhiro
Author_Institution :
Fac. of Eng., Univ. of Tokushima, Tokushima, Japan
fYear :
2011
fDate :
13-18 Sept. 2011
Firstpage :
2004
Lastpage :
2009
Abstract :
This paper proposes an object tracking system using an arm robot and pan-tilt cameras. In order to detect an object whose position and pose are changed variously, we combine the sparse template matching and the particle filter methods. And the 3D positions of moving object can be obtained by the binocular stereo method. We configure the object tracking system and confirm the effectiveness of proposed method in experiments that the object moves surround of this system.
Keywords :
cameras; dexterous manipulators; image matching; image motion analysis; object detection; object tracking; particle filtering (numerical methods); robot vision; stereo image processing; arm robot; binocular stereo method; moving object detection; object tracking; pan-tilt cameras; particle filter; sparse template matching; Cameras; Feature extraction; Image color analysis; Robot kinematics; Robot vision systems; Three dimensional displays; arm robot; object tracking; pan-tilt camera; particle filter; sparse template matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location :
Tokyo
ISSN :
pending
Print_ISBN :
978-1-4577-0714-8
Type :
conf
Filename :
6060298
Link To Document :
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