Regional Active Contours based on Variational level sets and Machine Learning for Image Segmentation

no code implementations • 31 Oct 2015 • M. Abdelsamea

Image segmentation is the problem of partitioning an image into different subsets, where each subset may have a different characterization in terms of color, intensity, texture, and/or other features.

BIG-bench Machine Learning Image Segmentation +5

An Effective Image Feature Classiffication using an improved SOM

no code implementations • 8 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