Keeping Multiple Moving Targets in the Field of View of a Mobile Camera

被引:43
作者
Gans, Nicholas R. [1 ]
Hu, Guoqiang [2 ]
Nagarajan, Kaushik [1 ]
Dixon, Warren E. [3 ]
机构
[1] Univ Texas Dallas, Dept Elect Engn, Richardson, TX 75080 USA
[2] Kansas State Univ, Dept Mech & Nucl Engn, Manhattan, KS 66506 USA
[3] Univ Florida, Dept Mech & Aerosp Engn, Gainesville, FL 32611 USA
关键词
Robust control; visual servoing; video surveillance; VISUAL SERVO CONTROL; SENSOR-BASED CONTROL; AUTONOMOUS VEHICLES; ROBOT MANIPULATORS; KINEMATIC CONTROL; AERIAL VEHICLE; FEATURES;
D O I
10.1109/TRO.2011.2158695
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This study introduces a novel visual servo controller that is designed to control the pose of the camera to keep multiple objects in the field of view (FOV) of a mobile camera. In contrast with other visual servo methods, the control objective is not formulated in terms of a goal pose or a goal image. Rather, a set of underdetermined task functions are developed to regulate the mean and variance of a set of image features. Regulating these task functions inhibits feature points from leaving the camera FOV. An additional task function is used to maintain a high level of motion perceptibility, which ensures that desired feature point velocities can be achieved. These task functions are mapped to camera velocity, which serves as the system input. A proof of stability is presented for tracking three or fewer targets. Experiments of tracking eight or more targets have verified the performance of the proposed method.
引用
收藏
页码:822 / 828
页数:7
相关论文
共 26 条
  • [1] [Anonymous], INEQUALITIES JOURNEY
  • [2] Kinematic control of platoons of autonomous vehicles
    Antonelli, Gianluca
    Chiaverini, Stefano
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2006, 22 (06) : 1285 - 1292
  • [3] Stability Analysis for Prioritized Closed-Loop Inverse Kinematic Algorithms for Redundant Robotic Systems
    Antonelli, Gianluca
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (05) : 985 - 994
  • [4] Active Stereo Tracking of N ≤ 3 Targets Using Line Scan Cameras
    Barreto, Joao P.
    Perdigoto, Luis
    Caseiro, Rui
    Araujo, Helder
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (03) : 442 - 457
  • [5] On the application of redundant manipulator techniques to the control of platoons of autonomous vehicles
    Bishop, BE
    Stilwell, DJ
    [J]. PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, : 823 - 828
  • [6] BISHOP CM, 2003, ART INT STAT KEY W F
  • [7] Image-Based Visual Servo Control of the Translation Kinematics of a Quadrotor Aerial Vehicle
    Bourquardez, Odile
    Mahony, Robert
    Guenard, Nicolas
    Chaumette, Francois
    Hamel, Tarek
    Eck, Laurent
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (03) : 743 - 749
  • [8] Image moments: A general and useful set of features for visual servoing
    Chaumette, F
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2004, 20 (04): : 713 - 723
  • [9] Viosual servo control - Part I: Basic approaches
    Chaumette, Francois
    Hutchinson, Seth
    [J]. IEEE ROBOTICS & AUTOMATION MAGAZINE, 2006, 13 (04) : 82 - 90
  • [10] Singularity-robust task-priority redundancy resolution for real-time kinematic control of robot manipulators
    Chiaverini, S
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1997, 13 (03): : 398 - 410