DocumentCode :
3612095
Title :
An Unmanned Ground Vehicles Experimental Setup for Image-Based Object Tracking
Author :
Monroy Cruz, Ernesto ; Garcia Barrientos, Abel ; Espinoza Quesada, Eduardo Steed ; Garcia Carrillo, Luis Rodolfo ; Tapia Olvera, Ruben
Author_Institution :
Inst. Tecnol. de Atitalaquia, Atitalaquia, Mexico
Volume :
13
Issue :
9
fYear :
2015
Firstpage :
2845
Lastpage :
2850
Abstract :
This paper presents a practical design of a visual servoing algorithm for mobile robots. The algorithm, implemented in mobile robots equipped with a camera, facilitates to detect and follow a specific object autonomously. The proposed scheme infers information directly from the images obtained by the camera, and then digital signal processing techniques are implemented in order to detect the object of interest and to generate the necessary movements of the robot in order to perform the tracking task. The algorithm provides effective performance when using images of objects that have well known characteristics, e.g., color and the size. Experimental results obtained with omnidirectional mobile robot performing indoors show that the proposed methodology allows locating and following a specific object by using the proposed image-based visual servoing control.
Keywords :
cameras; mobile robots; object tracking; remotely operated vehicles; signal processing; camera; digital signal processing; image-based object tracking; image-based visual servoing control; mobile robots; unmanned ground vehicles; visual servoing algorithm; Image color analysis; Image segmentation; Mobile robots; Signal processing algorithms; Visual servoing; Visualization; Visual servoing; omnidirectional mobile robots; segmentation;
fLanguage :
English
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher :
ieee
ISSN :
1548-0992
Type :
jour
DOI :
10.1109/TLA.2015.7350029
Filename :
7350029
Link To Document :
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