DocumentCode :
387070
Title :
Image following using the feature-based optical flow approach
Author :
Cheng, Chi-Cheng ; Ho, Kun-Hsin ; Li, Hui-Ting ; Lin, Gwo-Long
Author_Institution :
Dept. of Mech. & Electro-Mech. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
fYear :
2002
fDate :
2002
Firstpage :
350
Lastpage :
355
Abstract :
Visual servo can be achieved by extracting motion information from the optical flow, defined as the apparent motion of brightness patterns of an image. Since the optical-flow-based approach does not require knowledge of targets in advance, it is suitable for versatile tracking and positioning purposes. For most robotic tasks, steady position of the end-effector with respect to its working environment is essential to successful and efficient operations. In this paper, application of the optical flow technique to following of a moving image is presented. In addition, more accurate values of the optical flow are usually observed along image features. In order to achieve better estimation of the optical flow, feature-based optical flow computation approaches are also proposed. Image following tasks are demonstrated by 3D tracking experiments driven by stepping motors.
Keywords :
feature extraction; image sequences; motion estimation; robot vision; target tracking; brightness patterns; feature orientation; motion estimation; motion information extraction; moving image; optical flow; robot vision; visual servoing; Brightness; Data mining; Equations; Image motion analysis; Optical computing; Optical filters; Optical sensors; Robots; Servomechanisms; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
ISSN :
2158-9860
Print_ISBN :
0-7803-7620-X
Type :
conf
DOI :
10.1109/ISIC.2002.1157788
Filename :
1157788
Link To Document :
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