Concepedia

Point Cloud Completion

Point Cloud Completion is a computational task in depth estimation that belongs to the broader category of 3D scene reconstruction, specifically defined as the process of generating geometrically accurate and structurally coherent full 3D point clouds from incomplete or sparse depth observations.

176

Publications

13.1K

Citations

642

Authors

202

Institutions

Publications per year

2017–2026

160

Parents

Publications

176

PCN: Point Completion Network

Wentao Yuan, Tejas Khot, David Held et al. · 2018 · 958 citations

, , +14

Diffusion Probabilistic Models for 3D Point Cloud Generation

Shitong Luo, Wei Hu · 2021 · 566 citations

, , +15

TopNet: Structural Point Cloud Decoder

Lyne P. Tchapmi, Vineet Kosaraju, Hamid Rezatofighi et al. · 2019 · 521 citations

, , +15

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

Xumin Yu, Yongming Rao, Ziyi Wang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 507 citations

, , +15

PF-Net: Point Fractal Network for 3D Point Cloud Completion

Zitian Huang, Yikuan Yu, Jiawen Xu et al. · 2020 · 493 citations

, , +12

1–5 of 176

Authors

642

  1. YL
    Yu-Shen Liu

    Tsinghua University, China

    9 publications · 1.1K citations

    9

    h-index

  2. ZH
    Zhizhong Han

    Tsinghua University, China

    8 publications · 1.1K citations

    8

    h-index

  3. XW
    Xin Wen

    Tsinghua University, China

    7 publications · 1K citations

    7

    h-index

  4. YC
    Yan‐Pei Cao

    Tsinghua University, China

    6 publications · 748 citations

    6

    h-index

  5. XW
    Xiaogang Wang

    European Organization for Nuclear Research, Switzerland

    6 publications · 483 citations

    6

    h-index

1–5 of 642

Institutions

202

  1. Tsinghua University

    Beijing, China

    13 h-index

    45 publications

    8.4K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    9 h-index

    36 publications

    3.1K citations

  3. Peking University

    Beijing, China

    6 h-index

    10 publications

    1.3K citations

  4. Zhejiang University

    Hangzhou, China

    6 h-index

    23 publications

    1.4K citations

  5. National University of Singapore

    Singapore, Singapore

    6 h-index

    15 publications

    1.4K citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    12 publications

    1.1K citations

  7. Kuaishou (China)

    Beijing, China

    6 h-index

    17 publications

    2.5K citations

  8. Wuhan University

    Wuhan, China

    6 h-index

    17 publications

    1.4K citations

1–8 of 202

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 592 citations

    16

    h-index

  2. 9

    h-index

  3. IEEE Robotics and Automation Letters

    9 publications · 357 citations

    9

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 6 publications · 1.6K citations

    6

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 490 citations

    6

    h-index

1–5