Forty years of multiple hypothesis tracking

被引：0
|
作者：
Chong, Chee-Yee [1 ]
Mori, Shozo [2 ]
Reid, Donald B. [3 ,4 ]
机构：
[1] Los Altos,CA, United States
[2] Systems and Technology Research, Sacramento,CA, United States
[3] Lockheed Martin, Sunnyvale,CA, United States
[4] San Jose,CA, United States
来源：
Journal of Advances in Information Fusion | 2019年 / 14卷 / 02期
关键词：
Graphic methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Multiple hypothesis tracking (MHT) addresses difficult association problems in multiple target tracking by forming and evaluating data association hypotheses with multiple scans or frames of data. This paper reviews 40 years of MHT research and development since publication of the measurement-oriented MHT journal paper in 1979. It covers hypothesis-oriented and track-oriented MHT, distributed MHT, graph-based association, other MHT research, and the relationship with multitarget filters using random finite sets. It also reviews use of MHT in surveillance and other applications. © 2019 JAIF.
引用
收藏
页码：131 / 151
相关论文
共 50 条
  • [1] Forty Years of Multiple Hypothesis Tracking - A Review of Key Developments
    Chong, Chee-Yee
    Mori, Shozo
    Reid, Donald B.
    2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 452 - 459
  • [2] Forty years later: Updating the Fossilization Hypothesis
    Han, ZhaoHong
    LANGUAGE TEACHING, 2013, 46 (02) : 133 - 171
  • [3] Multiple hypothesis tracking for multiple target tracking
    Blackman, SS
    IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2004, 19 (01) : 5 - 18
  • [4] Hypothesis Exploration in Multiple Hypothesis Tracking with Multiple Clusters
    Brekke, Edmund Forland
    Tokle, Lars-Christian Ness
    2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022), 2022,
  • [5] Improved hypothesis selection for multiple hypothesis tracking
    Vasquez, JR
    Williams, JL
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2004, 2004, 5428 : 211 - 223
  • [6] Multiple Hypothesis Tracking Revisited
    Kim, Chanho
    Li, Fuxin
    Ciptadi, Arridhana
    Rehg, James M.
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2015, : 4696 - 4704
  • [7] Multiple hypothesis, multiple model line tracking
    Pace, DW
    Owen, MW
    Cox, H
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2000, 2000, 4048 : 168 - 179
  • [8] Hypothesis Structure in Enhanced Multiple-Hypothesis Tracking
    Coraluppi, Stefano
    Carthel, Craig
    Guerriero, Marco
    2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 1738 - 1742
  • [9] Robustness in Multiple-Hypothesis Tracking
    Coraluppi, Stefano
    2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022), 2022,
  • [10] Multiple Hypothesis Tracking in Camera Networks
    Antunes, David M.
    Figueira, Dario
    Matos, David M.
    Bernardino, Alexandre
    Gaspar, Jose
    2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS), 2011,
12345