24 citations · 99 across the 13 of their papers we have counts for
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Band selection and classification of hyperspectral images by minimizing normalized mutual information
E. Sarhrouni, A. Hammouch, D. Aboutajdine
Hyperspectral images (HSI) classification is a high technical remote sensing tool. The main goal is to classify the point of a region. The HIS contains more than a hundred bidirect…
An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
In the feature classification domain, the choice of data affects widely the results. The Hyperspectral image (HSI), is a set of more than a hundred bidirectional measures (called b…
Feature selection intelligent algorithm with mutual information and steepest ascent strategy
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Remote sensing is a higher technology to produce knowledge for data mining applications. In principle hyperspectral images (HSIs) is a remote sensing tool that provides precise cla…
A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing
Elkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Hyperspectral images (HSI) classification is a high technical remote sensing software. The purpose is to reproduce a thematic map . The HSI contains more than a hundred hyperspectr…
Image quality assessment measure based on natural image statistics in the Tetrolet domain
Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi +1
This paper deals with a reduced reference (RR) image quality measure based on natural image statistics modeling. For this purpose, Tetrolet transform is used since it provides a co…
Application of Symmetric Uncertainty and Mutual Information to Dimensionality Reduction and Classification of Hyperspectral Images
ELkebir Sarhrouni, Ahmed Hammouch, Driss Aboutajdine
Remote sensing is a technology to acquire data for disatant substances, necessary to construct a model knowledge for applications as classification. Recently Hyperspectral Images (…