Concepedia

Robust Weed Classification

Robust Weed Classification is a methodological framework within vegetative weed identification that systematically enhances classification accuracy and consistency across diverse environmental conditions, plant growth stages, and imaging variations by integrating adaptive feature extraction, noise resilience, and generalizable decision rules.

9

Publications

852

Citations

48

Authors

15

Institutions

Publications per year

2017–2026

7

Parents

Publications

9

DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning

Alex Olsen, Dmitry A. Konovalov, Bronson Philippa et al. · Scientific Reports · 2019 · 492 citations · Full text

, , +17

A novel semi-supervised framework for UAV based crop/weed classification

Shahbaz Khan, Muhammad Tufail, Muhammad Tahir Khan et al. · PLoS ONE · 2021 · 63 citations · Full text

, , +17

Weed seeds classification based on PCANet deep learning baseline

Xinshao Wang, Cai Cheng · 2015 · 62 citations

, , +17

An open source workflow for weed mapping in native grassland using unmanned aerial vehicle: using <i>Rumex obtusifolius</i> as a case study

Olee Hoi Ying Lam, Marcel Dogotari, Moritz Prüm et al. · European Journal of Remote Sensing · 2020 · 58 citations · Full text

, , +17

Robust hyperspectral vision-based classification for multi-season weed mapping

Yun Zhang, David C. Slaughter, Erik S. Staab · ISPRS Journal of Photogrammetry and Remote Sensing · 2012 · 56 citations

, , +14

1–5 of 9

Authors

48

  1. JJ
    Jamie Johns

    James Cook University, Australia

    1 publications · 492 citations

    1

    h-index

  2. BM
    Bethany Melville

    University of Tasmania, Australia

    1 publications · 58 citations

    1

    h-index

  3. JW
    Jan Weyler

    University of Bonn, Germany

    1 publications · 31 citations

    1

    h-index

  4. MD
    Mads Dyrmann

    Aarhus University, Denmark

    1 publications · 25 citations

    1

    h-index

  5. AO
    Alex Olsen

    James Cook University, Australia

    1 publications · 492 citations

    1

    h-index

1–5 of 48

Institutions

15

  1. National University of Sciences and Technology

    Islamabad, Pakistan

    2 h-index

    6 publications

    158 citations

  2. Northwest A&F University

    Yangling, China

    1 h-index

    2 publications

    124 citations

  3. University of Engineering and Technology Peshawar

    Peshawar, Pakistan

    1 h-index

    5 publications

    315 citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    31 citations

  5. Fraunhofer-Gesellschaft

    Munich, Germany

    1 h-index

    1 publications

    31 citations

  6. Rhine-Waal University of Applied Sciences

    Kleve, Germany

    1 h-index

    6 publications

    348 citations

  7. University of Southern Denmark

    Odense, Denmark

    1 h-index

    2 publications

    50 citations

  8. Lamarr Institute for Machine Learning and Artificial Intelligence

    Sankt Augustin, Germany

    1 h-index

    1 publications

    31 citations

1–8 of 15

Venues

  1. IEEE Robotics and Automation Letters

    1 publications · 31 citations

    1

    h-index

  2. Precision Agriculture

    1 publications · 19 citations

    1

    h-index

  3. 1

    h-index

  4. PLoS ONE

    1 publications · 63 citations

    1

    h-index

  5. Scientific Reports

    1 publications · 492 citations

    1

    h-index

1–5