Concepedia

Deep Surface Reconstruction

Deep Surface Reconstruction is a computational framework within the field of 3D geometry processing that leverages deep learning models to infer high-fidelity surface representations from sparse, noisy, or incomplete point cloud data by learning implicit or explicit geometric priors from large datasets.

64

Publications

3.9K

Citations

247

Authors

99

Institutions

Publications per year

2017–2026

58

Parents

Publications

64

Local Deep Implicit Functions for 3D Shape

Kyle Genova, Forrester Cole, Avneesh Sud et al. · 2020 · 394 citations

, , +16

Patch-Based Progressive 3D Point Set Upsampling

Yifan Wang, Shihao Wu, Hui Huang et al. · 2019 · 311 citations

, , +16

Monocular depth estimation based on deep learning: An overview

Chaoqiang Zhao, Qiyu Sun, Chongzhen Zhang et al. · Science China Technological Sciences · 2020 · 307 citations · Full text

, , +13

DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing

Shaohui Liu, Yinda Zhang, Songyou Peng et al. · 2020 · 263 citations

, , +14

Point2Mesh

ACM Transactions on Graphics · 2020 · 223 citations · Full text

, , +16

1–5 of 64

Authors

247

  1. KJ
    Kui Jia

    South China University of Technology, China

    5 publications · 287 citations

    5

    h-index

  2. OS
    Olga Sorkine‐Hornung

    ETH Zurich, Switzerland

    3 publications · 392 citations

    3

    h-index

  3. SW
    Shihao Wu

    Tel Aviv University, Israel

    3 publications · 392 citations

    3

    h-index

  4. LQ
    Lin Qi

    Ocean University of China, China

    2 publications · 56 citations

    2

    h-index

  5. YW
    Yuxin Wen

    Dalian University of Technology, China

    2 publications · 120 citations

    2

    h-index

1–5 of 247

Institutions

99

  1. ETH Zurich

    Zurich, Switzerland

    6 h-index

    18 publications

    2.3K citations

  2. Google (United States)

    Mountain View, United States

    5 h-index

    9 publications

    2.3K citations

  3. Ocean University of China

    Qingdao, China

    4 h-index

    16 publications

    516 citations

  4. South China University of Technology

    Guangzhou, China

    4 h-index

    12 publications

    879 citations

  5. University of Leicester

    Leicester, United Kingdom

    3 h-index

    3 publications

    91 citations

  6. Peking University

    Beijing, China

    3 h-index

    3 publications

    311 citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    3 publications

    192 citations

  8. Peng Cheng Laboratory

    Shenzhen, China

    3 h-index

    3 publications

    354 citations

1–8 of 99

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 259 citations

    8

    h-index

  2. ACM Transactions on Graphics

    TOG · 4 publications · 358 citations

    4

    h-index

  3. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 2 publications · 91 citations

    2

    h-index

  4. International Journal of Computer Vision

    2 publications · 75 citations

    2

    h-index

  5. Advanced Functional Materials

    1 publications · 70 citations

    1

    h-index

1–5