Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm

28 September 2012

Papers citing "Dimensionality Reduction and Classification feature using Mutual Information applied to Hyperspectral Images : A Filter strategy based algorithm"

11 / 11 papers shown

Title
A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information H. Nhaila E. Sarhrouni A. Hammouch 19 2 0 01 Nov 2022
Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information H. Nhaila Asma Elmaizi E. Sarhrouni A. Hammouch 32 5 0 27 Oct 2022
A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images Asma Elmaizi H. Nhaila E. Sarhrouni A. Hammouch C. Nacir 26 23 0 26 Oct 2022
A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification Asma Elmaizi E. Sarhrouni A. Hammouch C. Nacir 27 8 0 26 Oct 2022
Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information H. Nhaila M. Merzouqi E. Sarhrouni A. Hammouch 22 5 0 25 Oct 2022
A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy Asma Elmaizi H. Nhaila E. Sarhrouni A. Hammouch C. Nacir 23 1 0 25 Oct 2022
Band selection and classification of hyperspectral images by minimizing normalized mutual information E. Sarhrouni A. Hammouch D. Aboutajdine 33 8 0 22 Oct 2022
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images E. Sarhrouni A. Hammouch D. Aboutajdine 18 0 0 22 Oct 2022
Feature selection intelligent algorithm with mutual information and steepest ascent strategy E. Sarhrouni A. Hammouch D. Aboutajdine 15 0 0 21 Oct 2022
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing E. Sarhrouni A. Hammouch D. Aboutajdine 19 1 0 18 Oct 2022
Application of Symmetric Uncertainty and Mutual Information to Dimensionality Reduction and Classification of Hyperspectral Images E. Sarhrouni A. Hammouch D. Aboutajdine 59 24 0 03 Nov 2012