Search Results for author: Marghny H. Mohamed

Found 2 papers, 0 papers with code

An Effective Image Feature Classiffication using an improved SOM

no code implementations8 Jan 2015 M. Abdelsamea, Marghny H. Mohamed, Mohamed Bamatraf

In this paper, a novel Self Organizing Map, termed improved SOM (iSOM), is proposed with the aim of effectively classifying Mammographic images based on their texture feature representation.

General Classification

Self Organization Map based Texture Feature Extraction for Efficient Medical Image Categorization

no code implementations14 Jul 2014 Marghny H. Mohamed, Mohammed M. Abdelsamea

In this approach, we apply three different partitioning approaches as a region of interested (ROI) selection methods for extracting different accurate textural features from medical image as a primary step of our extraction method.

feature selection Image Categorization

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