Concepedia

Cost Volume Construction

Cost Volume Construction is a computational process in stereo vision that belongs to the class of matching cost computation methods, specifically characterized by the systematic aggregation of pixel-wise similarity measures across disparity hypotheses to form a three-dimensional cost volume encoding potential correspondences between rectified image pairs.

23

Publications

5.7K

Citations

74

Authors

22

Institutions

Publications per year

2017–2026

23

Parents

Publications

23

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

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching

Xiaodong Gu, Zhiwen Fan, Siyu Zhu et al. · 2020 · 840 citations

, , +16

Group-Wise Correlation Stereo Network

Xiaoyang Guo, Kai Yang, Wukui Yang et al. · 2019 · 731 citations

, , +17

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

Zhaoshuo Li, Xingtong Liu, Nathan Drenkow et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 301 citations

, , +16

Attention Concatenation Volume for Accurate and Efficient Stereo Matching

Gangwei Xu, Junda Cheng, Peng Guo et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 272 citations

, , +12

1–5 of 23

Authors

74

  1. PT
    Ping Tan

    Simon Fraser University, Canada

    3 publications · 935 citations

    3

    h-index

  2. SZ
    Siyu Zhu

    Simon Fraser University, Canada

    3 publications · 935 citations

    3

    h-index

  3. GX
    Gangwei Xu

    Huazhong University of Science and Technology, China

    3 publications · 370 citations

    3

    h-index

  4. ZD
    Zuozhuo Dai

    Simon Fraser University, Canada

    3 publications · 935 citations

    3

    h-index

  5. JC
    Junda Cheng

    Huazhong University of Science and Technology, China

    3 publications · 370 citations

    3

    h-index

1–5 of 74

Institutions

22

  1. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    11 publications

    1.6K citations

  2. Hunan University

    Changsha, China

    2 h-index

    10 publications

    190 citations

  3. Simon Fraser University

    Burnaby, Canada

    2 h-index

    4 publications

    1.7K citations

  4. Intel (United States)

    Santa Clara, United States

    2 h-index

    6 publications

    762 citations

  5. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    5 publications

    156 citations

  6. Wuhu Hit Robot Technology Research Institute

    Wuhu, China

    2 h-index

    9 publications

    170 citations

  7. Wuhan University

    Wuhan, China

    2 h-index

    5 publications

    237 citations

  8. Nanjing Normal University

    Nanjing, China

    1 h-index

    1 publications

    17 citations

1–8 of 22

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 247 citations

    4

    h-index

  2. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 2 publications · 339 citations

    2

    h-index

  3. 2

    h-index

  4. 2

    h-index

  5. 1

    h-index

1–5