Diffuse interface models on graphs for classification of high dimensional data

AL Bertozzi, A Flenner - siam REVIEW, 2016 - SIAM
This paper is a republication of an MMS paper [AL Bertozzi and A. Flenner, Multiscale
Model. Simul., 10 (2012), pp. 1090--1118] describing a new class of algorithms for …

Towards semantic segmentation of orthophoto images using graph-based community identification

A Moujahid, F Dornaika, Y Ruichek… - Neural Computing and …, 2019 - Springer
We present an unsupervised framework that automatically detects objects of interest in
images by formulating the general problem of semantic segmentation as community …

Unsupervised Image Segmentation via Graph-Based Community Detection

A Moujahid, F Dornaika, B Cases - Recent Trends in Computer …, 2018 - Springer
Community detection arises in a variety of fields ranging from mathematics, physics, biology,
computer science, and the social sciences, among many others. It differs from the classical …