Concepedia

Semi-global Matching

Semi-Global Matching is an optimization method in stereo vision that belongs to the class of local stereo matching algorithms and distinguishes itself by approximating global smoothness constraints through dynamic programming along multiple aggregated scanlines to compute dense disparity maps.

173

Publications

17.1K

Citations

485

Authors

156

Institutions

Publications per year

2017–2026

81

Parents

Publications

173

Stereo Processing by Semiglobal Matching and Mutual Information

Heiko Hirschmüller · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 4.2K citations

, , +16

Accurate and Efficient Stereo Processing by Semi-Global Matching and Mutual Information

Heiko Hirschmüller · 2005 · 1.7K citations

, , +16

Evaluation of Cost Functions for Stereo Matching

Heiko Hirschmüller, Daniel Scharstein · 2007 · 1.1K citations

, , +16

Computing the stereo matching cost with a convolutional neural network

Jure Žbontar, Yann LeCun · 2015 · 838 citations · Full text

, , +16

GA-Net: Guided Aggregation Net for End-To-End Stereo Matching

Feihu Zhang, Victor Adrian Prisacariu, Ruigang Yang et al. · 2019 · 813 citations

, , +16

1–5 of 173

Authors

485

  1. HH
    Heiko Hirschmüller

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    11 publications · 8.5K citations

    11

    h-index

  2. PD
    Pablo d’Angelo

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    8 publications · 213 citations

    8

    h-index

  3. SN
    Sergiu Nedevschi

    Technical University of Cluj-Napoca, Romania

    6 publications · 173 citations

    6

    h-index

  4. PR
    Peter Reinartz

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    6 publications · 165 citations

    6

    h-index

  5. HB
    Holger Blume

    Leibniz University Hannover, Germany

    5 publications · 330 citations

    5

    h-index

1–5 of 485

Institutions

156

  1. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    15 h-index

    46 publications

    10K citations

  2. Wuhan University

    Wuhan, China

    11 h-index

    44 publications

    865 citations

  3. Technical University of Cluj-Napoca

    Cluj-Napoca, Romania

    6 h-index

    15 publications

    457 citations

  4. Leibniz University Hannover

    Hanover, Germany

    6 h-index

    25 publications

    1.6K citations

  5. University of Auckland

    Auckland, New Zealand

    5 h-index

    14 publications

    299 citations

  6. The Ohio State University

    Columbus, United States

    4 h-index

    5 publications

    201 citations

  7. Bavarian State Research Center for Agriculture

    Freising, Germany

    4 h-index

    8 publications

    567 citations

  8. Jade University of Applied Sciences

    Wilhelmshaven, Germany

    4 h-index

    7 publications

    172 citations

1–8 of 156

Venues

  1. 14

    h-index

  2. 8

    h-index

  3. Remote Sensing

    6 publications · 273 citations

    6

    h-index

  4. Sensors

    6 publications · 198 citations

    6

    h-index

  5. elib (German Aerospace Center)

    Repository · 4 publications · 179 citations

    4

    h-index

1–5