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International Journal of Digital Earth Volume 12, 2019 - Issue 6
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Articles

Region-based classification of PolSAR data using radial basis kernel functions with stochastic distances

Rogério G. NegriUNESP – Universidade Estadual Paulista, ICT – Instituto de Ciência e Tecnologia, São José dos Campos, BrazilCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-4808-2362View further author information
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Alejandro C. FreryLaCCAN – Laboratório de de Computação Científica e Análise Numérica, UFAL – Universidade Federal de Alagoas, Maceió, BrazilORCID Iconhttp://orcid.org/0000-0002-8002-5341View further author information
ORCID Icon,
Wagner B. SilvaSeção de Ensino de Engenharia Cartográfica, IME – Instituto Militar de Engenharia, Rio de Janeiro, BrazilORCID Iconhttp://orcid.org/0000-0002-5686-5105View further author information
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Tatiana S. G. MendesUNESP – Universidade Estadual Paulista, ICT – Instituto de Ciência e Tecnologia, São José dos Campos, BrazilORCID Iconhttp://orcid.org/0000-0002-0421-5311View further author information
ORCID Icon &
Luciano V. DutraDPI – Divisão de Processamento de Imagens, INPE – Instituto Nacional de Pesquisas Espaciais, São José dos Campos, BrazilORCID Iconhttp://orcid.org/0000-0002-7757-039XView further author information
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Pages 699-719 | Received 15 Dec 2017, Accepted 06 May 2018, Published online: 02 Jun 2018

Citations (10)

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Read on this site (2)

Jianshang Liao & Liguo Wang. (2020) Multiple Spatial Features Extraction and Fusion for Hyperspectral Images Classification. Canadian Journal of Remote Sensing 46:2, pages 193-213.
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M. G. Palacio, S. B. Ferrero & A. C. Frery. (2019) Revisiting the effect of spatial resolution on information content based on classification results. International Journal of Remote Sensing 40:12, pages 4489-4505.
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Articles from other publishers (8)

Rogério G. Negri & Alejandro C. Frery. (2023) A general and extensible framework for assessing change detection techniques. Computers & Geosciences 178, pages 105390.
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Yajun Zhou, Tingxi Liu, Okke Batelaan, Limin Duan, Yixuan Wang, Xia Li & Mingyang Li. (2023) Spatiotemporal fusion of multi-source remote sensing data for estimating aboveground biomass of grassland. Ecological Indicators 146, pages 109892.
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Rogério G. Negri & Alejandro C. Frery. (2021) Unsupervised Change Detection Driven by Floating References: A Pattern Analysis Approach. Pattern Analysis and Applications 24:3, pages 933-949.
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Lekun Zhu, Xiaoshuang Ma, Penghai Wu & Jiangong Xu. (2021) Multiple Classifiers Based Semi-Supervised Polarimetric SAR Image Classification Method. Sensors 21:9, pages 3006.
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Rogerio Galante Negri, Alejandro C. Frery, Wallace Casaca, Samara Azevedo, Mauricio Araujo Dias, Erivaldo Antonio Silva & Enner Herenio Alcantara. (2021) Spectral–Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. IEEE Transactions on Geoscience and Remote Sensing 59:4, pages 2863-2876.
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Naiallen Carolyne Rodrigues Lima Carvalho, Leonardo Sant’Anna Bins & Sidnei João Siqueira Sant’Anna. (2019) Analysis of Stochastic Distances and Wishart Mixture Models Applied on PolSAR Images. Remote Sensing 11:24, pages 2994.
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Zaidao Wen, Qian Wu, Zhunga Liu & Quan Pan. (2019) Polar-Spatial Feature Fusion Learning With Variational Generative-Discriminative Network for PolSAR Classification. IEEE Transactions on Geoscience and Remote Sensing 57:11, pages 8914-8927.
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Alejandro C. Frery. (2019) Statistical Information Theory and Geometry for SAR Image Analysis : Invited Paper. Statistical Information Theory and Geometry for SAR Image Analysis : Invited Paper.

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