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
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;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5159819