DocumentCode :
575167
Title :
Object tracking system by adaptive pan-tilt-zoom cameras and arm robot
Author :
Ukida, Hiroyuki ; Terama, Yasuhiro ; Ohnishi, Hiroki
Author_Institution :
Dept. of Mech. Eng., Univ. of Tokushima, Tokushima, Japan
fYear :
2012
fDate :
20-23 Aug. 2012
Firstpage :
1920
Lastpage :
1925
Abstract :
This paper proposes an object tracking system using an arm robot and pan-tilt-zoom cameras. The object detection method consists of the sparse template matching using color information and the particle filter methods for a fast detection. And estimate 3D position of it by the binocular stereo method using two cameras. In order to detect object stably, we control the zoom (the focal length) of cameras adaptively considering 3D object positions. We configure the object tracking system and confirm the effectiveness of proposed method in experiments that the object moves surround of this system.
Keywords :
image colour analysis; image matching; mobile robots; object detection; object tracking; particle filtering (numerical methods); stereo image processing; 3D object position; 3D position estimation; adaptive pan-tilt-zoom camera; arm robot; binocular stereo method; color information; focal length; object detection; object tracking; particle filter method; sparse template matching; Cameras; Feature extraction; Object detection; Robot kinematics; Robot vision systems; arm robot; object tracking; pan-tilt-zoom camera; particle filter; sparse template matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
ISSN :
pending
Print_ISBN :
978-1-4673-2259-1
Type :
conf
Filename :
6318324
Link To Document :
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