DocumentCode
2457903
Title
Keeping multiple objects in the field of view of a single PTZ camera
Author
Gans, N.R. ; Hu, G. ; Dixon, W.E.
Author_Institution
Air Force Res. Lab., Nat. Res. Council, Wright-Patterson AFB, OH, USA
fYear
2009
fDate
10-12 June 2009
Firstpage
5259
Lastpage
5264
Abstract
This paper introduces a novel visual servo controller designed to keep multiple moving objects in the camera field-of-view using a pan/tilt/zoom camera. In contrast to most visual servo controllers, there is no goal pose or goal image. In this paper, a set of task functions are developed to regulate the mean and variance of a set of image features. Regulating these task functions will deter feature points from leaving the camera field-of-view. An additional task function is used to maintain a high level of motion perceptibility, which ensures that desired feature point velocities can be achieved. To provide proper control of a pan/tilt/zoom camera, an image Jacobian is developed utilizing actuation of the focal length. Simulations of several object tracking tasks have verified the performance of the proposed method.
Keywords
image sensors; object detection; servomechanisms; tracking; visual servoing; camera field-of-view; image Jacobian; image features; motion perceptibility; object tracking tasks; pan-tilt-zoom camera; visual servo controller; Cameras; Gallium nitride; Jacobian matrices; Kinematics; Robot vision systems; Servomechanisms; Servosystems; Surveillance; Vehicles; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2009. ACC '09.
Conference_Location
St. Louis, MO
ISSN
0743-1619
Print_ISBN
978-1-4244-4523-3
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2009.5159819
Filename
5159819
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