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Remote-Sensing Image Classification Based on an Improved Probabilistic Neural Network

This paper proposes a hybrid classifier for polarimetric SAR images. The feature sets consist of span image, the H/A/α decomposition, and the GLCM-based texture features. Then, a probabilistic neural network (PNN) was adopted for classification, and a novel algorithm proposed to enhance its performa...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zhang, Yudong, Wu, Lenan, Neggaz, Nabil, Wang, Shuihua, Wei, Geng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Molecular Diversity Preservation International (MDPI) 2009
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3290485/
https://ncbi.nlm.nih.gov/pubmed/22400006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s90907516
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