DocumentCode :
2417806
Title :
3D object following based on visual information for Unmanned Aerial Vehicles
Author :
Mondragón, Iván F. ; Campoy, Pascual ; Olivares-Mendez, Miguel A. ; Martinez, Carol
Author_Institution :
Comput. Vision Group, Centro de Automtica y Robtica (CAR), Madrid, Spain
fYear :
2011
fDate :
1-4 Oct. 2011
Firstpage :
1
Lastpage :
7
Abstract :
This article presents a novel system and a control strategy for visual following of a 3D moving object by an Unmanned Aerial Vehicle UAV. The presented strategy is based only on the visual information given by an adaptive tracking method based on the color information, which jointly with the dynamics of a camera fixed to a rotary wind UAV are used to develop an Image-based visual servoing IBVS system. This system is focused on continuously following a 3D moving target object, maintaining it with a fixed distance and centered on the image plane. The algorithm is validated on real flights on outdoors scenarios, showing the robustness of the proposed systems against winds perturbations, illumination and weather changes among others. The obtained results indicate that the proposed algorithms is suitable for complex controls task, such object following and pursuit, flying in formation, as well as their use for indoor navigation.
Keywords :
autonomous aerial vehicles; cameras; image colour analysis; object tracking; visual servoing; 3D moving target object; IBVS system; Image-based visual servoing system; UAV; adaptive tracking method; camera; color information; flying information; illumination; image plane; indoor navigation; object following; outdoors scenarios; rotary wind UAV; unmanned aerial vehicle; visual information; weather changes; winds perturbation; Cameras; Equations; Heuristic algorithms; Image color analysis; Target tracking; Three dimensional displays; Visualization; Object Following; UAV; Visual Servoing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics Symposium, 2011 IEEE IX Latin American and IEEE Colombian Conference on Automatic Control and Industry Applications (LARC)
Conference_Location :
Bogota
Print_ISBN :
978-1-4577-1689-8
Type :
conf
DOI :
10.1109/LARC.2011.6086794
Filename :
6086794
Link To Document :
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