Concepedia

Optical Flow Estimation

Optical Flow Estimation is the computational task of determining the apparent motion of pixels between consecutive frames in a video sequence by estimating the two-dimensional displacement vectors that correspond to the projection of three-dimensional scene motion onto the image plane.

2K

Publications

154.8K

Citations

4.8K

Authors

1.3K

Institutions

Publications per year

2017–2026

608

Parents

Publications

2K

<title>Determining Optical Flow</title>

Berthold K. P. Horn, Brian G. Schunck · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1981 · 7.5K citations

, , +15

Performance of optical flow techniques

John A. Barron, David J. Fleet, Steven S. Beauchemin · International Journal of Computer Vision · 1994 · 4.3K citations

, , +10

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg et al. · 2015 · 4.2K citations

, , +11

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg, N. Michael Mayer, Tonmoy Saikia et al. · 2017 · 3.3K citations

, , +9

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Deqing Sun, Xiaodong Yang, Ming-Yu Liu et al. · 2018 · 2.7K citations

, , +14

1–5 of 2K

Authors

4.8K

  1. MJ
    Michael J. Black

    Max Planck Institute for Intelligent Systems, Germany

    23 publications · 7.3K citations

    19

    h-index

  2. DS
    Deqing Sun

    Google (United States), United States

    18 publications · 6.8K citations

    17

    h-index

  3. SR
    Stefan Roth

    Technische Universität Darmstadt, Germany

    16 publications · 6.5K citations

    14

    h-index

  4. DC
    Daniel Cremers

    Technical University of Munich, Germany

    14 publications · 5.8K citations

    13

    h-index

  5. TB
    Thomas Brox

    University of Freiburg, Germany

    14 publications · 10.5K citations

    13

    h-index

1–5 of 4.8K

Institutions

1.3K

  1. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    27 h-index

    96 publications

    13.5K citations

  2. University of Maryland, College Park

    College Park, United States

    26 h-index

    68 publications

    4.7K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    25 h-index

    76 publications

    5.7K citations

  4. ETH Zurich

    Zurich, Switzerland

    23 h-index

    58 publications

    6.2K citations

  5. Australian National University

    Canberra, Australia

    22 h-index

    61 publications

    4.1K citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    22 h-index

    78 publications

    9.5K citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    20 h-index

    46 publications

    25.6K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    19 h-index

    49 publications

    5K citations

1–8 of 1.3K

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 77 publications · 11.6K citations

    47

    h-index

  2. IEEE Transactions on Image Processing

    75 publications · 4.4K citations

    38

    h-index

  3. International Journal of Computer Vision

    37 publications · 13.6K citations

    31

    h-index

  4. 28

    h-index

  5. arXiv (Cornell University)

    Repository · 83 publications · 3.3K citations

    26

    h-index

1–5