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Feature Extraction and Machine Learning for the Classification of Brazilian Savannah Pollen Grains

The classification of pollen species and types is an important task in many areas like forensic palynology, archaeological palynology and melissopalynology. This paper presents the first annotated image dataset for the Brazilian Savannah pollen types that can be used to train and test computer visio...

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Detalles Bibliográficos
Autores principales: Gonçalves, Ariadne Barbosa, Souza, Junior Silva, da Silva, Gercina Gonçalves, Cereda, Marney Pascoli, Pott, Arnildo, Naka, Marco Hiroshi, Pistori, Hemerson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4898734/
https://www.ncbi.nlm.nih.gov/pubmed/27276196
http://dx.doi.org/10.1371/journal.pone.0157044