Concepedia

Automated Pollen Classification

Automated Pollen Classification is a computational methodology within palynology that systematically categorizes pollen grains into taxonomic groups using algorithmic analysis of morphological or molecular features, distinguishing it from manual or expert-based identification by its reliance on machine learning, image processing, or artificial intelligence techniques for high-throughput and objective classification.

89

Publications

3.5K

Citations

307

Authors

132

Institutions

Publications per year

2017–2026

49

Parents

Publications

89

Automatic and Online Pollen Monitoring

José Oteros, Gudrun Pusch, I. Weichenmeier et al. · International Archives of Allergy and Immunology · 2015 · 173 citations

, , +13

Real-time pollen monitoring using digital holography

Eric Sauvageat, Yanick Zeder, Kevin Auderset et al. · Atmospheric measurement techniques · 2020 · 151 citations · Full text

, , +14

Automatic pollen recognition with the Rapid-E particle counter: the first-level procedure, experience and next steps

Ingrida Šaulienė, Laura Šukienė, Gintautas Daunys et al. · Atmospheric measurement techniques · 2019 · 126 citations · Full text

, , +14

A new approach to automated pollen analysis

I France, A.W.G. Duller, G.A.T. Duller et al. · Quaternary Science Reviews · 2000 · 114 citations

, , +10

Improving classification of pollen grain images of the POLEN23E dataset through three different applications of deep learning convolutional neural networks

Víctor Sevillano, Jose L Aznarte · PLoS ONE · 2018 · 105 citations · Full text

, , +16

1–5 of 89

Authors

307

  1. JR
    J. R. Flenley

    Massey University, New Zealand

    6 publications · 314 citations

    6

    h-index

  2. MP
    Marko Panić

    BioSense Institute, Serbia

    5 publications · 244 citations

    5

    h-index

  3. BŠ
    Branko Šikoparija

    University of Novi Sad, Serbia

    5 publications · 244 citations

    5

    h-index

  4. SW
    Surangi W. Punyasena

    University of Illinois Urbana-Champaign, United States

    5 publications · 235 citations

    5

    h-index

  5. PM
    Predrag Matavulj

    BioSense Institute, Serbia

    5 publications · 244 citations

    5

    h-index

1–5 of 307

Institutions

132

  1. Massey University

    Palmerston North, New Zealand

    8 h-index

    20 publications

    1.2K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    9 publications

    488 citations

  3. University of Novi Sad

    Novi Sad, Serbia

    5 h-index

    25 publications

    1.2K citations

  4. BioSense Institute

    Novi Sad, Serbia

    5 h-index

    21 publications

    1K citations

  5. Universidad Nacional de Educación a Distancia

    Madrid, Spain

    4 h-index

    8 publications

    436 citations

  6. Finnish Meteorological Institute

    Helsinki, Finland

    4 h-index

    4 publications

    171 citations

  7. Federal Office of Meteorology and Climatology MeteoSwiss

    Zurich, Switzerland

    4 h-index

    18 publications

    1.5K citations

  8. Helmholtz Zentrum München

    Munich, Germany

    4 h-index

    10 publications

    1.1K citations

1–8 of 132

Venues

  1. PLoS ONE

    5 publications · 327 citations

    5

    h-index

  2. Review of Palaeobotany and Palynology

    4 publications · 151 citations

    4

    h-index

  3. New Phytologist

    3 publications · 106 citations

    3

    h-index

  4. Aerobiologia

    3 publications · 92 citations

    3

    h-index

  5. Sensors

    2 publications · 64 citations

    3

    h-index

1–5