DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

Crop yield is an essential measure for breeders, researchers, and farmers and is composed of and may be calculated by the number of ears per square meter, grains per ear, and thousand grain weight. Manual wheat ear counting, required in breeding programs to evaluate crop yield potential, is labor-in...

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Vydáno v:Front Plant Sci
Hlavní autoři: Sadeghi-Tehran, Pouria, Virlet, Nicolas, Ampe, Eva M., Reyns, Piet, Hawkesford, Malcolm J.
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2019
Témata:
Plant Science
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6775245/
https://ncbi.nlm.nih.gov/pubmed/31616456
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2019.01176
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