Concepedia

Image-based Defect Classification

Image-Based Defect Classification is a methodological framework within defect classification that utilizes visual data representations as primary inputs to identify, categorize, and localize anomalies or faults in materials, products, or systems through computational image analysis techniques.

683

Publications

32.7K

Citations

2.4K

Authors

748

Institutions

Publications per year

2017–2026

453

Parents

Publications

683

State of the Art in Defect Detection Based on Machine Vision

Zhonghe Ren, Fengzhou Fang, Ning Yan et al. · International Journal of Precision Engineering and Manufacturing-Green Technology · 2021 · 739 citations · Full text

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A Generic Deep-Learning-Based Approach for Automated Surface Inspection

Ruoxu Ren, Terence Hung, Kay Chen Tan · IEEE Transactions on Cybernetics · 2017 · 484 citations

, , +17

Machine learning-based image processing for on-line defect recognition in additive manufacturing

Alessandra Caggiano, Jianjing Zhang, Vittorio Alfieri et al. · CIRP Annals · 2019 · 416 citations

, , +16

Wafer Map Defect Pattern Classification and Image Retrieval Using Convolutional Neural Network

Takeshi Nakazawa, Deepak V. Kulkarni · IEEE Transactions on Semiconductor Manufacturing · 2018 · 394 citations

, , +16

Railway track fastener defect detection based on image processing and deep learning techniques: A comparative study

Xiukun Wei, Ziming Yang, Yuxin Liu et al. · Engineering Applications of Artificial Intelligence · 2019 · 331 citations

, , +17

1–5 of 683

Authors

2.4K

  1. HN
    Hongjun Ni

    Nantong University, China

    4 publications · 184 citations

    4

    h-index

  2. JZ
    Juan Zapata

    Universidad Politécnica de Cartagena, Spain

    4 publications · 331 citations

    4

    h-index

  3. HJ
    Hongquan Jiang

    Xi'an Jiaotong University, China

    4 publications · 180 citations

    4

    h-index

  4. LC
    Luh‐Maan Chang

    National Taiwan University, Taiwan

    4 publications · 277 citations

    4

    h-index

  5. KX
    Ke Xu

    University of Science and Technology Beijing, China

    4 publications · 259 citations

    4

    h-index

1–5 of 2.4K

Institutions

748

  1. Zhejiang University

    Hangzhou, China

    16 h-index

    57 publications

    6K citations

  2. Northeastern University

    Shenyang, China

    11 h-index

    37 publications

    2K citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    10 h-index

    48 publications

    1.4K citations

  4. Xi'an Jiaotong University

    Xi'an, China

    9 h-index

    38 publications

    1.5K citations

  5. National Taiwan University of Science and Technology

    Taipei, Taiwan

    9 h-index

    23 publications

    652 citations

  6. Chongqing University

    Chongqing, China

    8 h-index

    21 publications

    826 citations

  7. National Tsing Hua University

    Hsinchu, Taiwan

    8 h-index

    17 publications

    442 citations

  8. Yuan Ze University

    Taoyuan District, Taiwan

    8 h-index

    16 publications

    936 citations

1–8 of 748

Venues

  1. IEEE Access

    18 publications · 683 citations

    17

    h-index

  2. Applied Sciences

    18 publications · 846 citations

    16

    h-index

  3. NDT & E International

    18 publications · 1.1K citations

    15

    h-index

  4. Expert Systems with Applications

    14 publications · 927 citations

    14

    h-index

  5. Journal of Intelligent Manufacturing

    14 publications · 663 citations

    14

    h-index

1–5