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