Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

NV Artemenko, MA Genaev, RUI Epifanov… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Pubescence is an important phenotypic trait observed in both vegetative and
generative plant organs. Pubescent plants demonstrate increased resistance to various …

Combining high-throughput deep learning phenotyping and GWAS to reveal genetic variants of fruit branch angle in upland cotton

L Li, H Chang, S Zhao, R Liu, M Yan, F Li… - Industrial Crops and …, 2024 - Elsevier
Abstract Cotton (Gossypium spp.), an economically and strategically significant crop in
China, faces challenges such as rising cultivation costs and conflicts between grain and …

[HTML][HTML] Evaluation of the Spike Diversity of Seven Hexaploid Wheat Species and an Artificial Amphidiploid Using a Quadrangle Model Obtained from 2D Images

EG Komyshev, MA Genaev, YV Kruchinina, VS Koval… - Plants, 2024 - mdpi.com
The spike shape and morphometric characteristics are among the key characteristics of
cultivated cereals, being associated with their productivity. These traits are often used for the …