18 citations · 24 across the 4 of their papers we have counts for
4 papers
An Effective Image Feature Classiffication using an improved SOM
M. Abdelsamea, Marghny H. Mohamed, Mohamed Bamatraf
Image feature classification is a challenging problem in many computer vision applications, specifically, in the fields of remote sensing, image analysis and pattern recognition. I…
An Automatic Seeded Region Growing for 2D Biomedical Image Segmentation
Mohammed M. Abdelsamea
In this paper, an automatic seeded region growing algorithm is proposed for cellular image segmentation. First, the regions of interest (ROIs) extracted from the preprocessed image…
Unsupervised Parallel Extraction based Texture for Efficient Image Representation
Mohammed M. Abdelsamea
SOM is a type of unsupervised learning where the goal is to discover some underlying structure of the data. In this paper, a new extraction method based on the main idea of Concurr…
Self Organization Map based Texture Feature Extraction for Efficient Medical Image Categorization
Marghny H. Mohamed, Mohammed M. Abdelsamea
Texture is one of the most important properties of visual surface that helps in discriminating one object from another or an object from background. The self-organizing map (SOM) i…