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Modified shape index for object-based random forest image classification of agricultural systems using airborne hyperspectral datasets
This paper highlights the importance of optimized shape index for agricultural management system analysis that utilizes the contiguous bands of hyperspectral data to define the gradient of the spectral curve and improve image classification accuracy. Currently, a number of machine learning methods w...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6405071/ https://www.ncbi.nlm.nih.gov/pubmed/30845216 http://dx.doi.org/10.1371/journal.pone.0213356 |