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01/20/2021
SAR and Optical data fusion based on Anisotropic Diffusion with PCA and Classification using Patch-based with LBP
SAR (VV and VH polarization) and optical data are widely used in image f...
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10/08/2020
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
We proposes a simple deep learning architecture combining elements of In...
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06/21/2020
Patch Based Classification of Remote Sensing Data: A Comparison of 2D-CNN, SVM and NN Classifiers
Pixel based algorithms including back propagation neural networks (NN) a...
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10/09/2019
Deep neural network for pier scour prediction
With the advancement in computing power over last decades, deep neural n...
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01/15/2011
Support vector machines/relevance vector machine for remote sensing classification: A review
Kernel-based machine learning algorithms are based on mapping data from ...
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02/18/2008
Multiclass Approaches for Support Vector Machine Based Land Cover Classification
SVMs were initially developed to perform binary classification; though, ...
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02/15/2008
Support Vector classifiers for Land Cover Classification
Support vector machines represent a promising development in machine lea...
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02/11/2008