Concepedia

Image-based Trait Extraction

Image-Based Trait Extraction is a computational method that identifies and quantifies phenotypic traits from visual data, distinguished by its reliance on image analysis techniques to capture morphological, physiological, or behavioral characteristics indicative of stress responses in biological organisms.

22

Publications

876

Citations

123

Authors

51

Institutions

Publications per year

2017–2026

14

Parents

Publications

22

Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology

Moritz Lürig, Seth Donoughe, Erik Svensson et al. · Frontiers in Ecology and Evolution · 2021 · 143 citations · Full text

, , +17

Computer vision and machine learning enabled soybean root phenotyping pipeline

Kevin G. Falk, Talukder Z. Jubery, Seyed Vahid Mirnezami et al. · Plant Methods · 2020 · 133 citations · Full text

, , +17

Just Google it: assessing the use of Google Images to describe geographical variation in visible traits of organisms

Gabriella R. M. Leighton, Pierre S. Hugo, Alexandre Roulin et al. · Methods in Ecology and Evolution · 2016 · 99 citations · Full text

, , +11

Social profiling through image understanding: Personality inference using convolutional neural networks

Cristina Segalin, Dong Cheng, Marco Cristani · Computer Vision and Image Understanding · 2016 · 70 citations

, , +14

Applying data mining and Computer Vision Techniques to MRI to estimate quality traits in Iberian hams

Trinidad Pérez‐Palacios, Daniel Caballero, Andrés Caro et al. · Journal of Food Engineering · 2014 · 55 citations

, , +11

1–5 of 22

Authors

123

  1. ML
    Moritz Lürig

    Swiss Federal Institute of Aquatic Science and Technology, Switzerland

    2 publications · 171 citations

    2

    h-index

  2. JH
    Jorrit H. Poelen

    University of Florida, United States

    1 publications · 14 citations

    1

    h-index

  3. CS
    Christian S. Willisch

    University of Bern, Switzerland

    1 publications · 21 citations

    1

    h-index

  4. EJ
    Elijah J. Talamas

    Florida Department of Agriculture and Consumer Services, United States

    1 publications · 14 citations

    1

    h-index

  5. PS
    Pierre S. Hugo

    University of Lausanne, Switzerland

    1 publications · 99 citations

    1

    h-index

1–5 of 123

Institutions

51

  1. Lund University

    Lund, Sweden

    2 h-index

    4 publications

    457 citations

  2. Iowa State University

    Ames, United States

    2 h-index

    15 publications

    1.2K citations

  3. Agrifood Research Finland

    Jokioinen, Finland

    1 h-index

    1 publications

    24 citations

  4. German Centre for Integrative Biodiversity Research

    Leipzig, Germany

    1 h-index

    2 publications

    26 citations

  5. International Rice Research Institute

    Los Baños, Philippines

    1 h-index

    2 publications

    28 citations

  6. Instituto de Investigación en Recursos Cinegéticos

    Ciudad Real, Spain

    1 h-index

    1 publications

    21 citations

  7. University of Chicago

    Chicago, United States

    1 h-index

    1 publications

    143 citations

  8. Royal Botanic Garden Sydney

    Sydney, Australia

    1 h-index

    2 publications

    28 citations

1–8 of 51

Venues

  1. Methods in Ecology and Evolution

    2 publications · 127 citations

    2

    h-index

  2. Bioengineered

    1 publications · 22 citations

    1

    h-index

  3. IEEE Signal Processing Magazine

    1 publications · 50 citations

    1

    h-index

  4. Plant Phenomics

    1 publications · 13 citations

    1

    h-index

  5. Journal of Integrative Agriculture

    JIA · 1 publications · 23 citations

    1

    h-index

1–5