Elkebir Sarhrouni
Orcid: 0000-0002-2667-923X
According to our database1,
Elkebir Sarhrouni
authored at least 20 papers
between 2012 and 2022.
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Bibliography
2022
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information.
CoRR, 2022
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information.
CoRR, 2022
CoRR, 2022
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier.
CoRR, 2022
A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines.
CoRR, 2022
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information.
CoRR, 2022
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images.
CoRR, 2022
A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images.
CoRR, 2022
New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images.
CoRR, 2022
A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy.
CoRR, 2022
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images.
CoRR, 2022
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing.
CoRR, 2022
2017
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification.
Proceedings of the 2017 International Symposium on Networks, Computers and Communications, 2017
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
2013
Feature selection intelligent algorithm with mutual information and steepest ascent strategy.
Int. J. Adv. Intell. Paradigms, 2013
2012
Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information
CoRR, 2012
Dimensionality Reduction and Classification Feature Using Mutual Information Applied to Hyperspectral Images: A Wrapper Strategy Algorithm Based on Minimizing the Error Probability Using the Inequality of Fano
CoRR, 2012
Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm.
CoRR, 2012
Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012