Concepedia

Multiple Hypothesis Tracking

Multiple Hypothesis Tracking is a data association method that maintains multiple probabilistic hypotheses over time to resolve ambiguities in tracking multiple targets in cluttered environments, distinguishing it from single-hypothesis approaches by its explicit representation of track uncertainty through competing, persistent trajectories.

339

Publications

21K

Citations

697

Authors

291

Institutions

Publications per year

2017–2026

51

Parents

Publications

339

An algorithm for tracking multiple targets

D. Reid · IEEE Transactions on Automatic Control · 1979 · 3K citations

, , +16

Multiple hypothesis tracking for multiple target tracking

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

, , +14

Labeled Random Finite Sets and the Bayes Multi-Target Tracking Filter

Ba‐Ngu Vo, Ba-Tuong Vo, Dinh Phung · IEEE Transactions on Signal Processing · 2014 · 745 citations · Full text

, , +12

Multiple Hypothesis Tracking Revisited

Chanho Kim, Fuxin Li, Arridhana Ciptadi et al. · 2015 · 681 citations

, , +13

An efficient implementation of Reid's multiple hypothesis tracking algorithm and its evaluation for the purpose of visual tracking

Ingemar J. Cox, Sunita Hingorani · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1996 · 670 citations

, , +16

1–5 of 339

Authors

697

  1. PW
    Peter Willett

    University of Connecticut, United States

    21 publications · 625 citations

    15

    h-index

  2. YB
    Yaakov Bar‐Shalom

    University of Connecticut, United States

    16 publications · 628 citations

    14

    h-index

  3. WK
    Wolfgang Koch

    Fraunhofer Institute for Communication, Information Processing and Ergonomics, Germany

    12 publications · 557 citations

    11

    h-index

  4. CC
    Craig Carthel

    NATO Centre for Maritime Research and Experimentation, Italy

    9 publications · 211 citations

    10

    h-index

  5. SC
    Stefano Coraluppi

    NATO Centre for Maritime Research and Experimentation, Italy

    10 publications · 242 citations

    10

    h-index

1–5 of 697

Institutions

291

  1. University of Connecticut

    Storrs, United States

    18 h-index

    51 publications

    1.9K citations

  2. Fraunhofer Institute for Communication, Information Processing and Ergonomics

    Wachtberg, Germany

    14 h-index

    24 publications

    910 citations

  3. Naval Undersea Warfare Center

    Newport, United States

    13 h-index

    25 publications

    887 citations

  4. Defence Science and Technology Group

    Canberra, Australia

    12 h-index

    28 publications

    613 citations

  5. The University of Adelaide

    Adelaide, Australia

    9 h-index

    22 publications

    575 citations

  6. The University of Melbourne

    Melbourne, Australia

    7 h-index

    12 publications

    748 citations

  7. RTX (United States)

    Arlington, United States

    7 h-index

    13 publications

    1.8K citations

  8. Chalmers University of Technology

    Gothenburg, Sweden

    7 h-index

    13 publications

    387 citations

1–8 of 291

Venues

  1. 28

    h-index

  2. 15

    h-index

  3. IEEE Transactions on Signal Processing

    7 publications · 921 citations

    8

    h-index

  4. arXiv (Cornell University)

    Repository · 6 publications · 97 citations

    6

    h-index

  5. International Conference on Information Fusion

    Conference · 6 publications · 98 citations

    6

    h-index

1–5