Multi-target tracking in clutter

被引:1
|
作者
Sanders-Reed, JN [1 ]
Duncan, MJ [1 ]
Boucher, WB [1 ]
Dimmler, WM [1 ]
O'Keefe, S [1 ]
机构
[1] Boeing SVS Inc, Albuquerque, NM 87109 USA
来源
LASER WEAPONS TECHNOLOGY III | 2002年 / 4724卷
关键词
tracking; multi-target; clutter; electro-optics;
D O I
10.1117/12.472371
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A high frame rate (120 Hz), multi-target, video tracker has been developed and used in an operational environment. The tracker is able to track multiple targets simultaneously, while providing fine-track track errors on a user selected target. The system is able to accommodate real-world issues such as sensor bad pixels and natural background clutter. Several fine track modes are available, including centroid, leading edge, and correlation. The tracker provides sub-pixel track accuracy against both resolved and unresolved targets. The system has been extensively tested against radiometrically correct cloud scenes and has been successfully integrated in a tracking system to provide multi-target tracking of real targets viewed against terrain and cloud backgrounds.
引用
收藏
页码:30 / 36
页数:7
相关论文
共 50 条
  • [21] Adaptive Estimation of Spatial Clutter Measurement Density Using Clutter Measurement Probability for Enhanced Multi-Target Tracking
    Park, Seung Hyo
    Chong, Sa Yong
    Kim, Hyung June
    Song, Taek Lyul
    SENSORS, 2020, 20 (01)
  • [22] Spatial Clutter Measurement Density Estimation with the Clutter Probability for Improving Multi-target Tracking Performance in Cluttered Environments
    Park, Seung Hyo
    Xie, Yifan
    Han, Du Hee
    Song, Taek Lyul
    2018 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES (ICCAIS), 2018, : 90 - 95
  • [23] Improved Rao-Blackwellized particle filtering algorithms for multi-target tracking in clutter
    Wang, Yazhao
    Jia, Yingmin
    Du, Junping
    Yu, Fashan
    PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 17TH '12), 2012, : 382 - 385
  • [24] Multi-target trackers using cubature Kalman filter for Doppler radar tracking in clutter
    Roy, Anirban
    Mitra, Debjani
    IET SIGNAL PROCESSING, 2016, 10 (08) : 888 - 901
  • [25] MULTI-TARGET TRACKING BY DETECTION
    Zeng, Qiaoling
    Wen, Gongjian
    Li, Dongdong
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), 2016, : 370 - 374
  • [26] Multi-Bernoulli sensor-selection for multi-target tracking with unknown clutter and detection profiles
    Gostar, Amirali K.
    Hoseinnezhad, Reza
    Bab-Hadiashar, Alireza
    SIGNAL PROCESSING, 2016, 119 : 28 - 42
  • [27] An algorithm for multi-target tracking in low-signal-to-clutter-ratio underwater acoustic scenes
    Chen, Qiang
    Wang, Pingbo
    Wei, Hongkai
    AIP ADVANCES, 2024, 14 (10)
  • [28] Improving Track Initiation Performance by Track Validation Algorithms for Multi-Target Tracking in Heavy Clutter
    Sonmez, Hasan Huseyin
    Turgut, Kubra
    Hocaoglu, Ali Koksal
    2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
  • [29] Learning to Multi-Target Tracking in Dense Clutter Environment with JPDA-Recurrent Neural Networks
    Zhang, Hui
    Liu, Hua-jun
    Wang, Cai-ling
    2019 3RD INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND ARTIFICIAL INTELLIGENCE (CCEAI 2019), 2019, 1207
  • [30] Target Perceivability for Multi-frame Multi-target Tracking
    Wang, Ping
    Shafique, Khurram
    2014 17TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2014,