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10/29/2022
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images
The high dimensionality of hyperspectral images often imposes a heavy co...
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10/27/2022
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier
Over the past decades, the hyperspectral remote sensing technology devel...
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10/27/2022
A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines
Band selection is a great challenging task in the classification of hype...
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10/27/2022
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information
Nowadays, the hyperspectral remote sensing imagery HSI becomes an import...
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10/26/2022
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images
Recently, the hyperspectral sensors have improved our ability to monitor...
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10/26/2022
A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images
The high dimensionality of hyperspectral images (HSI) that contains more...
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10/25/2022
New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images
Feature selection is one of the most important problems in hyperspectral...
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10/25/2022