Concepedia

Image-based Weed Classification

Image-Based Weed Classification is a computational method that identifies and categorizes pasture weed species through the analysis of visual features extracted from digital images, distinguishing itself from other classification approaches by relying primarily on pixel-level data and pattern recognition algorithms.

211

Publications

13.4K

Citations

689

Authors

272

Institutions

Publications per year

2017–2026

137

Parents

Publications

211

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

weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming

Inkyu Sa, Zetao Chen, Marija Popović et al. · IEEE Robotics and Automation Letters · 2017 · 361 citations

, , +17

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

YOLOWeeds: A novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems

Fengying Dang, Dong Chen, Yuzhen Lu et al. · Computers and Electronics in Agriculture · 2023 · 277 citations

, , +15

1–5 of 211

Authors

689

  1. SI
    S. Imran Moazzam

    Technological University Dublin, Ireland

    4 publications · 147 citations

    5

    h-index

  2. WS
    Waqar S. Qureshi

    National University of Sciences and Technology, Pakistan

    4 publications · 147 citations

    5

    h-index

  3. MM
    Mohd Marzuki Mustafa

    National University of Malaysia, Malaysia

    5 publications · 252 citations

    5

    h-index

  4. SO
    Shiv O. Prasher

    McGill University, Canada

    5 publications · 252 citations

    5

    h-index

  5. US
    Umar Shahbaz Khan

    National University of Sciences and Technology, Pakistan

    4 publications · 147 citations

    5

    h-index

1–5 of 689

Institutions

272

  1. National University of Malaysia

    Bangi, Malaysia

    5 h-index

    15 publications

    756 citations

  2. National University of Sciences and Technology

    Islamabad, Pakistan

    5 h-index

    19 publications

    588 citations

  3. Nanjing Forestry University

    Nanjing, China

    5 h-index

    10 publications

    328 citations

  4. Shiraz University

    Shiraz, Iran

    4 h-index

    4 publications

    182 citations

  5. Aarhus University

    Aarhus, Denmark

    4 h-index

    19 publications

    798 citations

  6. Centre for Automation and Robotics

    Arganda, Spain

    4 h-index

    11 publications

    1.4K citations

  7. UNSW Sydney

    Sydney, Australia

    4 h-index

    11 publications

    507 citations

  8. Technological University Dublin

    Dublin, Ireland

    4 h-index

    3 publications

    93 citations

1–8 of 272

Venues

  1. Computers and Electronics in Agriculture

    21 publications · 2.6K citations

    20

    h-index

  2. Remote Sensing

    11 publications · 845 citations

    11

    h-index

  3. Transactions of the ASAE

    8 publications · 2.1K citations

    8

    h-index

  4. Biosystems Engineering

    7 publications · 389 citations

    7

    h-index

  5. Smart Agricultural Technology

    6 publications · 533 citations

    7

    h-index

1–5