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Integrating Local and Global Error Statistics for Multi-Scale RBF Network Training: An Assessment on Remote Sensing Data

BACKGROUND: This study discusses the theoretical underpinnings of a novel multi-scale radial basis function (MSRBF) neural network along with its application to classification and regression tasks in remote sensing. The novelty of the proposed MSRBF network relies on the integration of both local an...

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Detalhes bibliográficos
Main Authors: Mountrakis, Giorgos, Zhuang, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3411665/
https://ncbi.nlm.nih.gov/pubmed/22876278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0040093
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