Concepedia

Field-based Weed Recognition

Field-Based Weed Recognition is a methodological framework within turfgrass science that enables the identification of weed species directly in situ through observable morphological and ecological characteristics, distinguishing it from greenhouse-controlled or laboratory-based identification approaches by its reliance on real-time, field-specific environmental contexts and phenotypic expressions.

27

Publications

1.9K

Citations

123

Authors

39

Institutions

Publications per year

2017–2026

14

Parents

Publications

27

Colour and shape analysis techniques for weed detection in cereal fields

Alberto Pérez, J. V. Benlloch, Svend Christensen · Computers and Electronics in Agriculture · 2000 · 390 citations

, , +16

Support Vector Machines for crop/weeds identification in maize fields

Josep M. Guerrero, Gonzalo Pájares, M. Montalvo et al. · Expert Systems with Applications · 2012 · 267 citations

, , +16

A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field

Kunlin Zou, Xin Chen, Yonglin Wang et al. · Computers and Electronics in Agriculture · 2021 · 142 citations

, , +11

Weed detection in sesame fields using a YOLO model with an enhanced attention mechanism and feature fusion

Jiqing Chen, Huabin Wang, Hongdu Zhang et al. · Computers and Electronics in Agriculture · 2022 · 129 citations

, , +13

Maize and weed classification using color indices with support vector data description in outdoor fields

Yang Zheng, Qibing Zhu, Min Huang et al. · Computers and Electronics in Agriculture · 2017 · 120 citations

, , +15

1–5 of 27

Authors

123

  1. GP
    Gonzalo Pájares

    Universidad Complutense de Madrid, Spain

    2 publications · 349 citations

    2

    h-index

  2. JM
    Josep M. Guerrero

    Aalborg University, Denmark

    2 publications · 349 citations

    2

    h-index

  3. MM
    M. Montalvo

    Universidad Complutense de Madrid, Spain

    2 publications · 349 citations

    2

    h-index

  4. JD
    José Dorado

    Instituto de Ciencias Agrarias, Spain

    2 publications · 65 citations

    2

    h-index

  5. DA
    Dionisio Andújar

    Centre for Automation and Robotics, Spain

    2 publications · 65 citations

    2

    h-index

1–5 of 123

Institutions

39

  1. Consejo Superior de Investigaciones Científicas

    Madrid, Spain

    3 h-index

    11 publications

    450 citations

  2. Universidad Complutense de Madrid

    Madrid, Spain

    2 h-index

    10 publications

    1.7K citations

  3. Software (Spain)

    Tres Cantos, Spain

    2 h-index

    8 publications

    1.4K citations

  4. Centre for Automation and Robotics

    Arganda, Spain

    2 h-index

    2 publications

    92 citations

  5. South China Agricultural University

    Guangzhou, China

    2 h-index

    9 publications

    272 citations

  6. Instituto de Ciencias Agrarias

    Madrid, Spain

    2 h-index

    6 publications

    195 citations

  7. Shandong Agricultural University

    Tai’an, China

    1 h-index

    3 publications

    96 citations

  8. Northeast Agricultural University

    Harbin, China

    1 h-index

    4 publications

    44 citations

1–8 of 39

Venues

  1. Computers and Electronics in Agriculture

    6 publications · 894 citations

    6

    h-index

  2. Expert Systems with Applications

    2 publications · 349 citations

    2

    h-index

  3. Crop Protection

    2 publications · 62 citations

    2

    h-index

  4. Biosystems Engineering

    1 publications · 39 citations

    1

    h-index

  5. Socio-Environmental Systems Modeling

    SESMO · 1 publications · 118 citations

    1

    h-index

1–5