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...

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Detalles Bibliográficos
Autores principales: Salas, Eric Ariel L., Subburayalu, Sakthi Kumaran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
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

Internet

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

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