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
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