Concepedia

3D Defect Detection

3D Defect Detection is a computational method in the field of quality inspection that identifies and localizes anomalies in three-dimensional data by analyzing spatial geometry and surface variations, distinguishing it from 2D approaches through its explicit use of volumetric and depth information.

323

Publications

15.1K

Citations

1.2K

Authors

412

Institutions

Publications per year

2017–2026

214

Parents

Publications

323

Segmentation-based deep-learning approach for surface-defect detection

Journal of Intelligent Manufacturing · 2019 · 826 citations · Full text

, , +13

Anomaly detection and classification in a laser powder bed additive manufacturing process using a trained computer vision algorithm

Luke Scime, Jack Beuth · Additive manufacturing · 2017 · 474 citations

, , +17

Mixed supervision for surface-defect detection: From weakly to fully supervised learning

Jakob Božič, Domen Tabernik, Danijel Skočaj · Computers in Industry · 2021 · 332 citations · Full text

, , +15

Synthetic data augmentation for surface defect detection and classification using deep learning

Saksham Jain, Gautam Seth, Arpit Paruthi et al. · Journal of Intelligent Manufacturing · 2020 · 286 citations

, , +16

Automated surface defect detection framework using machine vision and convolutional neural networks

Swarit Anand Singh, K. A. Desai · Journal of Intelligent Manufacturing · 2022 · 264 citations

, , +16

1–5 of 323

Authors

1.2K

  1. KS
    Kechen Song

    Northeastern University, China

    5 publications · 283 citations

    5

    h-index

  2. YY
    Yunhui Yan

    Northeastern University, China

    5 publications · 283 citations

    5

    h-index

  3. GY
    Gui Yun Tian

    Newcastle University, United Kingdom

    3 publications · 244 citations

    3

    h-index

  4. DL
    Daniel L. Schmoldt

    Virginia Tech, United States

    3 publications · 124 citations

    3

    h-index

  5. JY
    Jiaqi Ye

    University of Birmingham, United Kingdom

    3 publications · 91 citations

    3

    h-index

1–5 of 1.2K

Institutions

412

  1. Zhejiang University

    Hangzhou, China

    8 h-index

    25 publications

    716 citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    8 h-index

    27 publications

    865 citations

  3. Northeastern University

    Shenyang, China

    8 h-index

    36 publications

    1.7K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    21 publications

    850 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    18 publications

    582 citations

  6. Virginia Tech

    Blacksburg, United States

    6 h-index

    14 publications

    822 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    15 publications

    1.3K citations

  8. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    27 publications

    1.1K citations

1–8 of 412

Venues

  1. Measurement

    10 publications · 512 citations

    10

    h-index

  2. Automation in Construction

    9 publications · 655 citations

    9

    h-index

  3. 8

    h-index

  4. NDT & E International

    8 publications · 469 citations

    8

    h-index

  5. Advanced Engineering Informatics

    9 publications · 356 citations

    7

    h-index

1–5