Concepedia

Deep Learning-based Identification

Deep Learning-Based Identification is a methodological framework within computational plant science that employs deep neural networks to automatically detect and classify poisonous weeds from visual or spectral data, distinguishing itself from traditional image analysis techniques through its capacity for hierarchical feature learning and end-to-end pattern recognition.

2.3K

Publications

149.2K

Citations

9.6K

Authors

2.5K

Institutions

Publications per year

2017–2026

2.3K

Parents

Publications

2.3K

Using Deep Learning for Image-Based Plant Disease Detection

Sharada P. Mohanty, David Hughes, Marcel Salathé · Frontiers in Plant Science · 2016 · 4.6K citations · Full text

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Deep learning in agriculture: A survey

Andreas Kamilaris, Francesc X. Prenafeta‐Boldú · Computers and Electronics in Agriculture · 2018 · 4.6K citations · Full text

, , +12

Deep learning in environmental remote sensing: Achievements and challenges

Qiangqiang Yuan, Huanfeng Shen, Tongwen Li et al. · Remote Sensing of Environment · 2020 · 1.6K citations

, , +14

Deep learning enables rapid identification of potent DDR1 kinase inhibitors

Alex Zhavoronkov, Yan A. Ivanenkov, Alex Aliper et al. · Nature Biotechnology · 2019 · 1.5K citations

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A comparative study of fine-tuning deep learning models for plant disease identification

Edna C. Too, Yujian Li, Sam Njuki et al. · Computers and Electronics in Agriculture · 2018 · 1.3K citations

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1–5 of 2.3K

Authors

9.6K

  1. VK
    Vinay Kukreja

    Chitkara University, India

    24 publications · 1.5K citations

    23

    h-index

  2. SM
    Shiva Mehta

    Chitkara University, India

    13 publications · 954 citations

    13

    h-index

  3. YH
    Yong He

    Zhejiang University, China

    12 publications · 522 citations

    12

    h-index

  4. AJ
    Alexis Joly

    UMR Botanique et Modélisation de l’Architecture des Plantes et des végétations, France

    11 publications · 824 citations

    11

    h-index

  5. HG
    Hervé Goëau

    UMR Botanique et Modélisation de l’Architecture des Plantes et des végétations, France

    10 publications · 760 citations

    10

    h-index

1–5 of 9.6K

Institutions

2.5K

  1. Chitkara University

    Chandigarh, India

    29 h-index

    94 publications

    5.4K citations

  2. Ministry of Agriculture and Rural Affairs

    Beijing, China

    29 h-index

    152 publications

    7.8K citations

  3. Chinese Academy of Sciences

    Beijing, China

    26 h-index

    143 publications

    5.9K citations

  4. Zhejiang University

    Hangzhou, China

    25 h-index

    132 publications

    6.8K citations

  5. China Agricultural University

    Beijing, China

    24 h-index

    106 publications

    5.4K citations

  6. Jiangsu University

    Zhenjiang, China

    23 h-index

    90 publications

    5.8K citations

  7. Graphic Era University

    Dehradun, India

    23 h-index

    45 publications

    1.8K citations

  8. Chinese Academy of Agricultural Sciences

    Beijing, China

    22 h-index

    86 publications

    5.8K citations

1–8 of 2.5K

Venues

  1. Computers and Electronics in Agriculture

    105 publications · 19.3K citations

    60

    h-index

  2. IEEE Access

    82 publications · 8.4K citations

    48

    h-index

  3. Frontiers in Plant Science

    67 publications · 8.3K citations

    33

    h-index

  4. Ecological Informatics

    46 publications · 2.9K citations

    31

    h-index

  5. Agriculture

    50 publications · 3.3K citations

    30

    h-index

1–5