24 citations · 101 across the 25 of their papers we have counts for
4 papers · 2 filters
Clustering and Bayesian network for image of faces classification
Khlifia Jayech, Mohamed Ali Mahjoub
In a content based image classification system, target images are sorted by feature similarities with respect to the query (CBIR). In this paper, we propose to use new approach com…
Automatic liver segmentation method in CT images
Oussema zayane, besma jouini, Mohamed Ali Mahjoub
The aim of this work is to develop a method for automatic segmentation of the liver based on a priori knowledge of the image, such as location and shape of the liver.
New approach using Bayesian Network to improve content based image classification systems
Khlifia jayech, mohamed ali mahjoub
This paper proposes a new approach based on augmented naive Bayes for image classification. Initially, each image is cutting in a whole of blocks. For each block, we compute a vect…
Image segmentation by adaptive distance based on EM algorithm
Mohamed Ali Mahjoub, karim kalti
This paper introduces a Bayesian image segmentation algorithm based on finite mixtures. An EM algorithm is developed to estimate parameters of the Gaussian mixtures. The finite mix…