Author

K. Najafian

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Plant Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

A. Ghanbari· 1 shared F. Maleki· 1 shared G. H. Shirdel· 1 shared I. Stavness· 1 shared L. Jin· 1 shared M. Eramian· 1 shared M. S. Kish· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

A. Ghanbari

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1 paper

Recent·Most cited

Plant BiologybioRxivAug 9, 2022

Semi-Self-Supervised Learning for Semantic Segmentation in Images with Dense Patterns

K. Najafian, A. Ghanbari, M. S. Kish…·F. Maleki

The paper proposes a semi-self-supervised learning method for wheat head segmentation using minimal manual annotations and achieves high Dice scores on both internal and external datasets.

DOI 10.34133/plantphenomics.0025

plant (other)imaging

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