DocumentCode
3234239
Title
Tracking an unknown moving target from UAV: Extracting and localizing an moving target with vision sensor based on optical flow
Author
Choi, Jay Hyuk ; Lee, Dongjin ; Bang, Hyochoong
Author_Institution
Div. of Aerosp. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fYear
2011
fDate
6-8 Dec. 2011
Firstpage
384
Lastpage
389
Abstract
This paper proposes a novel algorithm for tracking a target from UAV(Unmanned Aerial Vehicle). No knowledge is assumed about the target, apart from being in motion. The algorithm includes optical flow to compute velocity field of sequential frames. Velocity field varies radically near the boundary of the target. This simple fact enables to segregate the target and background from the scene and to obtain their velocities. With the aid of simple geolocation method, we can get the absolute location and velocity of the target and this will enable target tracking for UAV based on optical flow.
Keywords
autonomous aerial vehicles; computer vision; image sensors; image sequences; target tracking; UAV; geolocation method; optical flow; sequential frames; unknown moving target tracking; unmanned aerial vehicle; velocity field; vision sensor; Cameras; Computer vision; Image motion analysis; Optical imaging; Optical sensors; Target tracking; Vectors; Localization; Moving Target; Optical Flow; Target Extraction; Tracking; UAV; Vision Sensor;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation, Robotics and Applications (ICARA), 2011 5th International Conference on
Conference_Location
Wellington
Print_ISBN
978-1-4577-0329-4
Type
conf
DOI
10.1109/ICARA.2011.6144914
Filename
6144914
Link To Document