Concepedia

Sparse Optical Flow

Sparse Optical Flow is a method in computer vision that estimates the motion vectors of a sparse set of distinctive image points between consecutive frames, differing from dense optical flow by focusing only on salient, feature-rich locations rather than all pixels.

144

Publications

7.2K

Citations

477

Authors

216

Institutions

Publications per year

2017–2026

48

Parents

Publications

144

EpicFlow: Edge-preserving interpolation of correspondences for optical flow

Jérôme Revaud, Philippe Weinzaepfel, Zaïd Harchaoui et al. · 2015 · 757 citations · Full text

, , +16

Reliable Estimation of Dense Optical Flow Fields with Large Displacements

Luis Álvarez, Joachim Weickert, Javier Sánchez · International Journal of Computer Vision · 2000 · 296 citations

, , +13

Video Deraining and Desnowing Using Temporal Correlation and Low-Rank Matrix Completion

Jin Hwan Kim, Jae-Young Sim, Chang‐Su Kim · IEEE Transactions on Image Processing · 2015 · 254 citations

, , +16

The use of optical flow for road navigation

Andrea Giachetti, M. Campani, Vincent Torre · IEEE Transactions on Robotics and Automation · 1998 · 242 citations

, , +15

Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications

Yuwen Xiong, Zhiqi Li, Yuntao Chen et al. · 2024 · 221 citations

, , +13

1–5 of 144

Authors

477

  1. RC
    Rama Chellappa

    University of Maryland, College Park, United States

    5 publications · 303 citations

    5

    h-index

  2. YZ
    Yunzhou Zhang

    Northeastern University, China

    4 publications · 46 citations

    3

    h-index

  3. MH
    Martin Herman

    National Institute of Standards and Technology, United States

    3 publications · 245 citations

    3

    h-index

  4. CS
    Cordelia Schmid

    Institut national de recherche en sciences et technologies du numérique, France

    3 publications · 1K citations

    3

    h-index

  5. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    2 publications · 72 citations

    2

    h-index

1–5 of 477

Institutions

216

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    8 publications

    1.1K citations

  2. ETH Zurich

    Zurich, Switzerland

    4 h-index

    8 publications

    923 citations

  3. Northeastern University

    Shenyang, China

    4 h-index

    16 publications

    214 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    16 publications

    462 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    9 publications

    383 citations

  6. University of Maryland, College Park

    College Park, United States

    4 h-index

    7 publications

    208 citations

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

    Le Chesnay-Rocquencourt, France

    4 h-index

    13 publications

    4.1K citations

  8. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    8 publications

    891 citations

1–8 of 216

Venues

  1. IEEE Transactions on Image Processing

    6 publications · 408 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 125 citations

    4

    h-index

  3. Computer Vision and Image Understanding

    CVIU · 4 publications · 233 citations

    4

    h-index

  4. International Journal of Computer Vision

    5 publications · 462 citations

    4

    h-index

  5. Sensors

    3 publications · 71 citations

    3

    h-index

1–5