Author

A.-K. Mahlein

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Plant Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

A. A. Barreto Alcantara· 1 shared F. Sinz· 1 shared L. Reifenrath· 1 shared R. Vogg· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPlant Biology

A. A. Barreto Alcantara

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1 paper

Recent·Most cited

Using UAV-Imagery for Leaf Segmentation in Diseased Plants via Mask-Based Data Augmentation and Extension of Leaf-based Phenotyping Parameters

A. A. Barreto Alcantara, L. Reifenrath, R. Vogg, F. Sinz, A.-K. Mahlein

This paper uses UAV multispectral imagery and Mask R-CNN for leaf segmentation in diseased plants, showing that cloudy conditions improve detection and that disease severity correlates with expert assessments.

bioRxiv · Dec 19, 2022Plant Biology