Title :
Computer vision-based navigation for autonomous blimps
Author :
de Coelho, L.S. ; Campos, Mário Fernando Montenegro ; Kumar, Vijay
Author_Institution :
Dept. de Ciencia da Comput., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil
Abstract :
Autonomous dirigibles-aerial robots that are a blimp controlled by computer based on information gathered by sensors-are a new and promising research field in robotics, offering several original work opportunities. One of them is the study of visual navigation, that would allow an autonomous dirigible to follow precise trajectories based on environmental visual information imaged by on-board cameras. The first step in the direction of the developing of such a capacity is the creation of a computer vision system able to supply to the autonomous dirigible its position and orientation in tridimensional space from the acquired images. This project describes such a system, capable of estimating position and orientation from images of visual beacons-objects with known geometrical properties and recognizable by the system. Experimental results showing the correct and efficient functioning of the system are shown and implications and future possibilities are discussed
Keywords :
computer vision; motion estimation; navigation; aerial robots; autonomous blimps; autonomous dirigibles; computer vision-based navigation; environmental visual information; geometrical properties; visual beacons; visual navigation; Aircraft propulsion; Application software; Cameras; Computer vision; Electrical capacitance tomography; Image recognition; Laboratories; Navigation; Robot sensing systems; Robot vision systems;
Conference_Titel :
Computer Graphics, Image Processing, and Vision, 1998. Proceedings. SIBGRAPI '98. International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
0-8186-9215-4
DOI :
10.1109/SIBGRA.1998.722762