Article
Overcoming difficulties in segmentation of hyperspectral plant images with small projection areas using machine learning.
Scientific reports - 30 Jan 2026
Neuwirthová Eva, Chuchlík Jiří, Pikl Miroslav, Lhotáková Zuzana, Kashkan Ivan, Panzarová Klára, Stejskal Jan, Albrechtová Jana, Lstibůrek Milan, Čepl Jaroslav
Abstract excerpt
Segmentation of hyperspectral image data is a well-established technique in remote sensing. While it is commonly applied to individual field crops, its use for individual trees is less prevalent. Conifers are crucial in forestry, and assessing physiological status, or genetic diversity is required for effective early-age treatment in nurseries and hyperspectral imaging (HSI) combined with high-throughput...
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