Machine Learning for Plant Phenotyping Needs Image Processing.

@article{Tsaftaris2016MachineLF,
  title={Machine Learning for Plant Phenotyping Needs Image Processing.},
  author={Sotirios A. Tsaftaris and Massimo Minervini and Hanno Scharr},
  journal={Trends in plant science},
  year={2016},
  volume={21 12},
  pages={989-991}
}
Sotirios A. Tsaftaris , Massimo Minervini B and Hanno Scharr C A Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, EH9 3FG, UK B Pattern Recognition and Image Analysis (PRIAn) IMT School for Advanced Studies, Lucca, 55100, Italy C Institute of Bioand Geosciences: Plant Sciences (IBG-2) Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany * Corresponding author. Email: S.Tsaftaris@ed.ac.uk (S.A. Tsaftaris), URL: http://tsaftaris.com 
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References

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2016) Finely-grained annotated datasets for image-based plant phenotyping

M Minervini, A Fischbach, H Scharr, S. A. Tsaftaris
Pattern Recognition Letters • 2016

An opinion on imaging challenges in phenotyping field crops

Machine Vision and Applications • 2015
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