Concepedia

Multitarget Data Association

Multitarget Data Association is a data association method that specifically addresses the problem of jointly assigning multiple sensor measurements to multiple hypothesized targets in a cluttered environment, distinguishing itself from single-target approaches by accounting for interactions, ambiguity, and uncertainty across a time-varying number of targets and measurements.

221

Publications

17K

Citations

518

Authors

241

Institutions

Publications per year

2017–2026

43

Variants

Multi-target Data Association

Parents

Publications

221

You'll never walk alone: Modeling social behavior for multi-target tracking

S. Pellegrini, Andreas Ess, Konrad Schindler et al. · 2009 · 1.6K citations

, , +16

Multiple hypothesis tracking for multiple target tracking

Samuel S. Blackman · IEEE Aerospace and Electronic Systems Magazine · 2004 · 1.4K citations

, , +14

Global data association for multi-object tracking using network flows

Li Zhang, Yuan Li, Ramakant Nevatia · 2008 · 941 citations

, , +16

Analytic Implementations of the Cardinalized Probability Hypothesis Density Filter

Ba-Tuong Vo, Ba‐Ngu Vo, A. Cantoni · IEEE Transactions on Signal Processing · 2007 · 820 citations

, , +15

Online Multi-Target Tracking Using Recurrent Neural Networks

Anton Milan, S. Hamid Rezatofighi, Anthony Dick et al. · 2017 · 513 citations

, , +13

1–5 of 221

Authors

518

  1. YB
    Yaakov Bar‐Shalom

    University of Connecticut, United States

    23 publications · 2.2K citations

    17

    h-index

  2. KR
    Krishna R. Pattipati

    University of Connecticut, United States

    11 publications · 1.1K citations

    11

    h-index

  3. KS
    Konrad Schindler

    ETH Zurich, Switzerland

    6 publications · 3K citations

    6

    h-index

  4. KC
    Kuo‐Chu Chang

    George Mason University, United States

    4 publications · 343 citations

    4

    h-index

  5. AM
    Anton Milan

    The University of Adelaide, Australia

    4 publications · 1K citations

    4

    h-index

1–5 of 518

Institutions

241

  1. University of Connecticut

    Storrs, United States

    17 h-index

    52 publications

    5.5K citations

  2. Defence Science and Technology Group

    Canberra, Australia

    8 h-index

    10 publications

    948 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    12 publications

    1.1K citations

  4. The University of Adelaide

    Adelaide, Australia

    7 h-index

    15 publications

    2.9K citations

  5. The University of Melbourne

    Melbourne, Australia

    7 h-index

    13 publications

    2.7K citations

  6. ETH Zurich

    Zurich, Switzerland

    6 h-index

    9 publications

    7.8K citations

  7. Pennsylvania State University

    State College, United States

    5 h-index

    8 publications

    464 citations

  8. Qinetiq (United Kingdom)

    Farnborough, United Kingdom

    5 h-index

    11 publications

    344 citations

1–8 of 241

Venues

  1. 22

    h-index

  2. 13

    h-index

  3. Sensors

    7 publications · 248 citations

    7

    h-index

  4. IEEE Transactions on Signal Processing

    6 publications · 1K citations

    6

    h-index

  5. IEEE Transactions on Automatic Control

    5 publications · 636 citations

    5

    h-index

1–5