Concepedia

Learning-based Stereo Matching

Learning-Based Stereo Matching is a stereo matching method that employs machine learning models to infer pixel correspondences between image pairs by learning matching priors from data, distinguishing it from traditional geometry-driven or hand-crafted cost-based approaches.

66

Publications

3.7K

Citations

229

Authors

86

Institutions

Publications per year

2017–2026

53

Parents

Publications

66

AANet: Adaptive Aggregation Network for Efficient Stereo Matching

Haofei Xu, Juyong Zhang · 2020 · 570 citations

, , +16

EdgeStereo: An Effective Multi-task Learning Network for Stereo Matching and Edge Detection

Xiao Song, Xu Zhao, Liangji Fang et al. · International Journal of Computer Vision · 2020 · 192 citations

, , +15

Uncertainty estimation for stereo matching based on evidential deep learning

Chen Wang, Xiang Wang, Jiawei Zhang et al. · Pattern Recognition · 2021 · 182 citations

, , +15

Unsupervised Learning of Stereo Matching

Chao Zhou, Hong Zhang, Xiaoyong Shen et al. · 2017 · 166 citations

, , +16

Bilateral Grid Learning for Stereo Matching Networks

Bin Xu, Yuhua Xu, Xiaoli Yang et al. · 2021 · 130 citations

, , +16

1–5 of 66

Authors

229

  1. ZR
    Zhibo Rao

    Northwestern Polytechnical University, China

    4 publications · 132 citations

    4

    h-index

  2. PM
    Philippos Mordohai

    Stevens Institute of Technology, United States

    4 publications · 196 citations

    4

    h-index

  3. JZ
    Jingyang Zhang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 87 citations

    3

    h-index

  4. ZL
    Zixin Luo

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 87 citations

    3

    h-index

  5. YY
    Yao Yao

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 87 citations

    3

    h-index

1–5 of 229

Institutions

86

  1. Huazhong University of Science and Technology

    Wuhan, China

    5 h-index

    23 publications

    1.2K citations

  2. Beijing Institute of Technology

    Beijing, China

    5 h-index

    13 publications

    815 citations

  3. Beihang University

    Beijing, China

    4 h-index

    15 publications

    1.4K citations

  4. Northwestern Polytechnical University

    Xi'an, China

    4 h-index

    15 publications

    607 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    14 publications

    1K citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    12 publications

    406 citations

  7. Stevens Institute of Technology

    Hoboken, United States

    3 h-index

    6 publications

    368 citations

  8. Zhejiang University

    Hangzhou, China

    3 h-index

    12 publications

    295 citations

1–8 of 86

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 210 citations

    8

    h-index

  2. 4

    h-index

  3. Pattern Recognition

    4 publications · 295 citations

    4

    h-index

  4. International Journal of Computer Vision

    3 publications · 240 citations

    3

    h-index

  5. IEEE Robotics and Automation Letters

    2 publications · 100 citations

    2

    h-index

1–5