Concepedia

Automated Defect Recognition

Automated Defect Recognition is a computational method within the field of facade diagnostics that enables the systematic identification and classification of structural anomalies in building envelopes through machine-driven analysis of visual or sensor-based data.

292

Publications

13.5K

Citations

1.1K

Authors

347

Institutions

Publications per year

2017–2026

210

Parents

Publications

292

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

Anomaly detection of defects on concrete structures with the convolutional autoencoder

Jun Kang Chow, Zhi-bin Su, Jianhua Wu et al. · Advanced Engineering Informatics · 2020 · 330 citations

, , +16

Automatic Fabric Defect Detection with a Multi-Scale Convolutional Denoising Autoencoder Network Model

Shuang Mei, Yudan Wang, Guojun Wen · Sensors · 2018 · 281 citations · Full text

, , +15

Deep Learning for Detecting Building Defects Using Convolutional Neural Networks

Husein Perez, J.H.M. Tah, Amir Mosavi · Sensors · 2019 · 246 citations · Full text

, , +17

Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding

Nhat‐Duc Hoang · Advances in Civil Engineering · 2018 · 205 citations · Full text

, , +17

1–5 of 292

Authors

1.1K

  1. XL
    Xinyu Li

    Huazhong University of Science and Technology, China

    8 publications · 419 citations

    8

    h-index

  2. LG
    Liang Gao

    Huazhong University of Science and Technology, China

    8 publications · 419 citations

    8

    h-index

  3. YG
    Yiping Gao

    Huazhong University of Science and Technology, China

    6 publications · 339 citations

    6

    h-index

  4. JY
    Jianbo Yu

    Tongji University, China

    5 publications · 413 citations

    5

    h-index

  5. GC
    Gongfa Chen

    Guangdong University of Technology, China

    3 publications · 130 citations

    3

    h-index

1–5 of 1.1K

Institutions

347

  1. Huazhong University of Science and Technology

    Wuhan, China

    9 h-index

    35 publications

    1.8K citations

  2. National University of Singapore

    Singapore, Singapore

    7 h-index

    14 publications

    653 citations

  3. Tongji University

    Shanghai, China

    7 h-index

    18 publications

    1.4K citations

  4. Polytechnic University of Bari

    Bari, Italy

    6 h-index

    22 publications

    1.4K citations

  5. Xi'an Jiaotong University

    Xi'an, China

    6 h-index

    23 publications

    883 citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    9 publications

    579 citations

  7. Harbin Institute of Technology

    Harbin, China

    5 h-index

    16 publications

    329 citations

  8. Northeastern University

    Shenyang, China

    5 h-index

    17 publications

    602 citations

1–8 of 347

Venues

  1. Automation in Construction

    12 publications · 868 citations

    12

    h-index

  2. IEEE Access

    11 publications · 646 citations

    11

    h-index

  3. Measurement

    9 publications · 367 citations

    9

    h-index

  4. Sensors

    8 publications · 727 citations

    8

    h-index

  5. 8

    h-index

1–5