DocumentCode
425109
Title
Active contours and optical flow for automatic tracking of flying vehicles
Author
Ha, Jincheol ; Alvino, Christopher ; Pryor, Gallagher ; Niethammer, Marc ; Johnson, Eric ; Tannenbaum, Allen
Author_Institution
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
4
fYear
2004
fDate
June 30 2004-July 2 2004
Firstpage
3441
Abstract
In this paper, we describe fast implementations of optical flow and geometric active contours to reliably track flying vehicles. Given the position of the vehicle at time t-1, optical flow information is used to initially place an active contour in the basin of attraction of a region of interest in a given dynamical image at time t. For real-time tracking, fast convergence of the active contour as well as rapid computation of the optical flow are crucial. In this note, we describe algorithms that make fast tracking possible in this framework using only standard computing platforms.
Keywords
aerospace control; convergence; geometry; image sequences; space vehicles; tracking; aerospace control; automatic tracking; fast convergence; flying vehicles; geometric active contours; optical flow information; real time tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2004. Proceedings of the 2004
Conference_Location
Boston, MA, USA
ISSN
0743-1619
Print_ISBN
0-7803-8335-4
Type
conf
Filename
1384442
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