DocumentCode :
3173307
Title :
Real-time Visual Tracking Using Geometric Active Contours for the Navigation and Control of UAVs
Author :
Ha, Jincheol ; Johnson, Eric N. ; Tannenbaum, Allen
Author_Institution :
Georgia Inst. of Technol., Atlanta
fYear :
2007
fDate :
9-13 July 2007
Firstpage :
365
Lastpage :
370
Abstract :
Visual tracking is an important component in the navigation and control of unmanned aerial vehicles (UAVs). This paper is concerned with the visual tracking problem for the navigation and control of UAVs and focuses on real-time image processing methods. We review previous research based on geometric active contours which are automatic processes to track object boundaries in an image. Test results and some limitations of the previous tracking system are discussed. Then, a fast and robust implementation of the Chan-Vese active contour model is proposed to overcome these limitations.
Keywords :
aircraft control; computer vision; geometry; remotely operated vehicles; tracking; geometric active contour; real-time image processing method; real-time visual tracking; unmanned aerial vehicle navigation; Active contours; Automatic control; Image processing; Level set; Machine vision; Navigation; Robustness; Shape; Target tracking; Unmanned aerial vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
ISSN :
0743-1619
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2007.4282962
Filename :
4282962
Link To Document :
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