A multi-sensor surveillance system for active-vision based object localization

作者: A. Bakhtari , M. Eskandari , W.D. Naish , B. Benhabib

DOI: 10.1109/ICSMC.2003.1243947

关键词:

摘要: In this paper, the implementation of a novel surveillance system that incorporates multiple active-vision sensors controlled by real-time dispatching algorithm is presented. The proposed improves reliability and accuracy target surveillance-tracking systems used for visual-servoing other similar applications. Experiments using dispatched have shown use dynamic can improve performance system, primarily, due to following factors: (i) decrease in uncertainty associated with object's estimated pose, (ii) increase robustness its ability cope wider range priori unknown object trajectories, (iii) through sensory fault tolerance.

参考文章(10)
Takashi Matsuyama, Toshikazu Wada, Shogo Tokai, Active Image Capturing and Dynamic Scene Visualization by Cooperative Distributed Vision AMCP '98 Proceedings of the First International Conference on Advanced Multimedia Content Processing. pp. 252- 288 ,(1998) , 10.1007/3-540-48962-2_18
Michael G. Kay, Ren C. Luo, Multisensor integration and fusion for intelligent machines and systems Ablex Publishing Corp.. ,(1995)
David N. Olmstead, Thomas T. Shigeno, Mitchell A. Benjamin, Harris O. Hinnant, Multi-sensor fusion ,(2001)
M.D. Naish, E.A. Croft, B. Benhabib, Simulation-based sensing-system configuration for dynamic dispatching systems man and cybernetics. ,vol. 5, pp. 2964- 2969 ,(2001) , 10.1109/ICSMC.2001.971961
Tamer Basar, A New Approach to Linear Filtering and Prediction Problems Journal of Basic Engineering. ,vol. 82, pp. 35- 45 ,(1960) , 10.1115/1.3662552
R. Safaee-Rad, I. Tchoukanov, K.C. Smith, B. Benhabib, Three-dimensional location estimation of circular features for machine vision international conference on robotics and automation. ,vol. 8, pp. 624- 640 ,(1992) , 10.1109/70.163786
Michael D. Naish, Elizabeth A. Croft, Beno Benhabib, Coordinated dispatching of proximity sensors for the surveillance of manoeuvring targets Robotics and Computer-integrated Manufacturing. ,vol. 19, pp. 283- 299 ,(2003) , 10.1016/S0736-5845(02)00085-6
T. Wada, T. Matsuyama, S. Tokai, Active image capturing and dynamic scene visualization by cooperative distributed vision Lecture Notes in Computer Science. pp. 252- 288 ,(1999)