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11/01/2022
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information
Dimensionality reduction is an important preprocessing step of the hyper...
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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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10/25/2022
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information
The Hyperspectral image (HSI) contains several hundred bands of the same...
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10/25/2022
A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images
The Remote sensing provides a synoptic view of land by detecting the ene...
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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