Concepedia

Image-based Weed Identification

Image-Based Weed Identification is a computational method within the domain of turfgrass science that uses digital image analysis to detect and classify weed species in turfgrass environments through visual pattern recognition and machine learning algorithms.

312

Publications

18K

Citations

1K

Authors

339

Institutions

Publications per year

2017–2026

222

Parents

Publications

312

Color Indices for Weed Identification Under Various Soil, Residue, and Lighting Conditions

D. M. Woebbecke, George E. Meyer, K. Von Bargen et al. · Transactions of the ASAE · 1995 · 1.5K citations

, , +15

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

Evaluation of support vector machine and artificial neural networks in weed detection using shape features

Adel Bakhshipour, Abdolabbas Jafari · Computers and Electronics in Agriculture · 2018 · 327 citations

, , +15

Real-time image processing for crop/weed discrimination in maize fields

Xavier P. Burgos-Artizzu, Ángela Ribeiro, María Guijarro et al. · Computers and Electronics in Agriculture · 2011 · 309 citations · Full text

, , +16

Towards weeds identification assistance through transfer learning

Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos et al. · Computers and Electronics in Agriculture · 2020 · 264 citations

, , +8

1–5 of 312

Authors

1K

  1. JY
    Jialin Yu

    University of Georgia, United States

    8 publications · 517 citations

    8

    h-index

  2. MB
    Muthukumar Bagavathiannan

    Texas A&M University, United States

    7 publications · 279 citations

    8

    h-index

  3. AW
    Arnold W. Schumann

    University of Florida, United States

    7 publications · 463 citations

    7

    h-index

  4. ÁR
    Ángela Ribeiro

    Centre for Automation and Robotics, Spain

    7 publications · 796 citations

    7

    h-index

  5. GP
    Gonzalo Pájares

    Universidad Complutense de Madrid, Spain

    7 publications · 828 citations

    7

    h-index

1–5 of 1K

Institutions

339

  1. Nanjing Forestry University

    Nanjing, China

    9 h-index

    26 publications

    1.5K citations

  2. Jilin Agricultural University

    Changchun, China

    8 h-index

    54 publications

    1.8K citations

  3. Texas A&M University

    College Station, United States

    8 h-index

    15 publications

    639 citations

  4. China Agricultural University

    Beijing, China

    7 h-index

    24 publications

    1.2K citations

  5. Universidad Complutense de Madrid

    Madrid, Spain

    7 h-index

    16 publications

    1.9K citations

  6. Centre for Automation and Robotics

    Arganda, Spain

    7 h-index

    15 publications

    1.7K citations

  7. North Dakota State University

    Fargo, United States

    6 h-index

    23 publications

    888 citations

  8. Software (Spain)

    Tres Cantos, Spain

    6 h-index

    13 publications

    1.6K citations

1–8 of 339

Venues

  1. Computers and Electronics in Agriculture

    44 publications · 4.8K citations

    37

    h-index

  2. Frontiers in Plant Science

    13 publications · 499 citations

    13

    h-index

  3. Agronomy

    11 publications · 341 citations

    12

    h-index

  4. Sensors

    11 publications · 583 citations

    11

    h-index

  5. Remote Sensing

    10 publications · 572 citations

    10

    h-index

1–5