Concepedia

Deep Learning In Construction

Deep Learning in Construction is a scholarly contribution in the field of construction automation that employs deep neural networks to model, analyze, or optimize construction processes, distinguishing itself by leveraging hierarchical feature learning from large-scale construction-related data.

478

Publications

27.3K

Citations

1.7K

Authors

555

Institutions

Publications per year

2017–2026

464

Parents

Publications

478

Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications

Shanaka Kristombu Baduge, Sadeep Thilakarathna, Jude Shalitha Perera et al. · Automation in Construction · 2022 · 916 citations · Full text

, , +17

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

Dong‐Ho Kang, Sukhpreet S. Benipal, Dharshan Lokekere Gopal et al. · Automation in Construction · 2020 · 395 citations

, , +16

Compressive strength prediction of recycled concrete based on deep learning

Fang‐Ming Deng, Yigang He, Shuangxi Zhou et al. · Construction and Building Materials · 2018 · 385 citations

, , +15

Times-series data augmentation and deep learning for construction equipment activity recognition

Khandakar M. Rashid, Joseph Louis · Advanced Engineering Informatics · 2019 · 341 citations

, , +16

Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach

Weili Fang, Lieyun Ding, Botao Zhong et al. · Advanced Engineering Informatics · 2018 · 340 citations

, , +16

1–5 of 478

Authors

1.7K

  1. HL
    Heng Li

    Hong Kong Polytechnic University, Hong Kong SAR China

    10 publications · 818 citations

    10

    h-index

  2. BX
    Bo Xiao

    University of Alberta, Canada

    9 publications · 825 citations

    9

    h-index

  3. PE
    Peter E.D. Love

    Curtin University, Australia

    7 publications · 883 citations

    7

    h-index

  4. HL
    Hanbin Luo

    Huazhong University of Science and Technology, China

    7 publications · 925 citations

    7

    h-index

  5. LD
    Lieyun Ding

    Huazhong University of Science and Technology, China

    7 publications · 1.2K citations

    7

    h-index

1–5 of 1.7K

Institutions

555

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    29 h-index

    68 publications

    4.6K citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    22 h-index

    69 publications

    7.5K citations

  3. Tongji University

    Shanghai, China

    19 h-index

    59 publications

    3.6K citations

  4. Yonsei University

    Seoul, South Korea

    12 h-index

    31 publications

    2.7K citations

  5. University of Alberta

    Edmonton, Canada

    11 h-index

    27 publications

    1.2K citations

  6. Chongqing University

    Chongqing, China

    10 h-index

    34 publications

    1.3K citations

  7. Tianjin University

    Tianjin, China

    10 h-index

    30 publications

    1.4K citations

  8. ORCID

    Bethesda, United States

    9 h-index

    17 publications

    835 citations

1–8 of 555

Venues

  1. Automation in Construction

    91 publications · 8.5K citations

    54

    h-index

  2. Advanced Engineering Informatics

    23 publications · 2.2K citations

    22

    h-index

  3. Construction and Building Materials

    19 publications · 1.3K citations

    18

    h-index

  4. IEEE Access

    16 publications · 689 citations

    16

    h-index

  5. Journal of Computing in Civil Engineering

    16 publications · 1.5K citations

    16

    h-index

1–5