Concepedia

Multiclass Defect Classification

Multiclass Defect Classification is a supervised learning task in computer vision that categorizes detected defects into multiple predefined, distinct classes based on their visual characteristics, distinguishing it from binary or single-class defect detection by enabling simultaneous identification of diverse defect types.

86

Publications

4.1K

Citations

275

Authors

151

Institutions

Publications per year

2017–2026

50

Parents

Publications

86

Multiclass defect detection and classification in weld radiographic images using geometric and texture features

Ioannis Valavanis, Dimitrios Kosmopoulos · Expert Systems with Applications · 2010 · 203 citations

, , +15

A vision inspection system for the surface defects of strongly reflected metal based on multi-class SVM

Xuewu Zhang, Yanqiong Ding, Yan-yun Lv et al. · Expert Systems with Applications · 2010 · 186 citations

, , +16

Autocorrelation Aided Random Forest Classifier-Based Bearing Fault Detection Framework

Sayanjit Singha Roy, Sayantan Dey, Soumya Chatterjee · IEEE Sensors Journal · 2020 · 177 citations

, , +16

Multi-classifier for reinforced concrete bridge defects

Philipp Hüthwohl, Ruodan Lu, Ioannis Brilakis · Automation in Construction · 2019 · 151 citations · Full text

, , +12

Bearing Defect Classification Based on Individual Wavelet Local Fisher Discriminant Analysis with Particle Swarm Optimization

Mien Van, Hee‐Jun Kang · IEEE Transactions on Industrial Informatics · 2015 · 145 citations · Full text

, , +16

1–5 of 86

Authors

275

  1. MC
    Maoxiang Chu

    University of Science and Technology Liaoning, China

    9 publications · 337 citations

    9

    h-index

  2. RG
    Rongfen Gong

    University of Science and Technology Liaoning, China

    9 publications · 337 citations

    9

    h-index

  3. XL
    Xiaoping Liu

    Lakehead University, Canada

    3 publications · 99 citations

    3

    h-index

  4. YY
    Yonghui Yang

    Hefei University of Technology, China

    2 publications · 48 citations

    2

    h-index

  5. AW
    Anna Wang

    Northeastern University, China

    2 publications · 49 citations

    2

    h-index

1–5 of 275

Institutions

151

  1. University of Science and Technology Liaoning

    Anshan, China

    9 h-index

    23 publications

    893 citations

  2. Northeastern University

    Shenyang, China

    3 h-index

    7 publications

    200 citations

  3. Lakehead University

    Thunder Bay, Canada

    3 h-index

    3 publications

    99 citations

  4. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    2 h-index

    10 publications

    370 citations

  5. Hanyang University

    Seoul, South Korea

    2 h-index

    4 publications

    137 citations

  6. Toronto Metropolitan University

    Toronto, Canada

    2 h-index

    2 publications

    88 citations

  7. Southern Methodist University

    Dallas, United States

    2 h-index

    9 publications

    386 citations

  8. Aalborg University

    Aalborg, Denmark

    2 h-index

    5 publications

    291 citations

1–8 of 151

Venues

  1. Expert Systems with Applications

    8 publications · 697 citations

    8

    h-index

  2. 5

    h-index

  3. NDT & E International

    3 publications · 116 citations

    3

    h-index

  4. Electronics

    2 publications · 174 citations

    2

    h-index

  5. Information and Software Technology

    2 publications · 99 citations

    2

    h-index

1–5