Lessons from a distributed peer-to-peer smart tracker

被引：0
作者：
Velipasalar, S. [1 ]
Wolf, W. [2 ]
机构：
[1] Univ Nebraska Lincoln, Dept Elect Engn, Lincoln, NE 68588 USA
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
来源：
ELEKTROTECHNIK UND INFORMATIONSTECHNIK | 2008年 / 125卷 / 10期
基金：
美国国家科学基金会;
关键词：
distributed smart camera; peer-to-peer; tracking; embedded computer vision; middleware;
D O I：
10.1007/s00502-008-0574-4
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper presents the software architecture and middleware for a distributed smart camera (DSC) system that performs multi-target tracking. Middleware is used to abstract away important operations from the details of network operation. The paper describes the tracking algorithms and their middleware needs, the software architecture of the tracker, and the lessons learned for the next generation of tracker.
引用
收藏
页码：334 / 340
页数：7
相关论文
共 38 条
  • [1] Atsushi N, 2002, 2002 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, P2974, DOI 10.1109/ROBOT.2002.1013684
  • [2] Distributed embedded smart cameras for surveillance applications
    Bramberger, M
    Doblander, A
    Maier, A
    Rinner, B
    Schwabach, H
    [J]. COMPUTER, 2006, 39 (02) : 68 - +
  • [3] Tracking human motion in structured environments using a distributed-camera system
    Cai, Q
    Aggarwal, JK
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1999, 21 (11) : 1241 - 1247
  • [4] Bootstrap particle filtering
    Candy, James V.
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2007, 24 (04) : 73 - 85
  • [5] Chang TH, 2001, 2001 IEEE WORKSHOP ON MULTI-OBJECT TRACKING, PROCEEDINGS, P19, DOI 10.1109/MOT.2001.937977
  • [6] Distributed particle filters for sensor networks
    Coates, M
    [J]. IPSN '04: THIRD INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING IN SENSOR NETWORKS, 2004, : 99 - 107
  • [7] Algorithms for cooperative multisensor surveillance
    Collins, RT
    Lipton, AJ
    Fujiyoshi, H
    Kanade, T
    [J]. PROCEEDINGS OF THE IEEE, 2001, 89 (10) : 1456 - 1477
  • [8] Comaniciu D, 2000, PROC CVPR IEEE, P142, DOI 10.1109/CVPR.2000.854761
  • [9] Daniels M, 2007, 2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, P178
  • [10] Multi-camera video surveillance
    Ellis, T
    [J]. 36TH ANNUAL 2002 INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY, PROCEEDINGS, 2002, : 228 - 233
1234