Elkebir Sarhrouni

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 18

Top Topics

Mutual Information

Remotely Sensed

Top Venues

Int. J. Adv. Intell. Paradigms

Publications

Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier. CoRR (2022)
Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. CoRR (2022)
Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
A Survey on Fundamental Concepts and Practical Challenges of Hyperspectral images. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. CoRR (2022)
Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images. CoRR (2022)
Asma Elmaizi, Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images. CoRR (2022)
Hasna Nhaila, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing. CoRR (2022)
Hasna Nhaila, Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information. CoRR (2022)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band selection and classification of hyperspectral images by minimizing normalized mutual information. CoRR (2022)
Hasna Nhaila, Elkebir Sarhrouni, Ahmed Hammouch
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images. CoRR (2022)
Asma Elmaizi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification. ISNCC (2017)
Asma Elmaizi, Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch, Chafik Nacir
Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images. ATSIP (2017)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Feature selection intelligent algorithm with mutual information and steepest ascent strategy. Int. J. Adv. Intell. Paradigms 5 (4) (2013)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
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)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band Selection and Classification CoRR (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm. CoRR (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band selection and classification of hyperspectral images using Mutual Information: An algorithm based on minimizing the error probability using the inequality of Fano. ICMCS (2012)
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Band Selection and Classification of Hyperspectral Images by Minimizing Normalized Mutual Information CoRR (2012)