Fathi Kallel

According to our database, Fathi Kallel authored at least 25 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Retinal fundus image classification for diabetic retinopathy using transfer learning technique.

Fathi Kallel, Amira Echtioui

Signal Image Video Process., 2024

A Bayesian Nonparametric Model for Unsupervised Change Detection of Fully Polarimetric SAR Images.

Wassim Bdiri, Nizar Bouhlel, Stéphane Méric, Eric Pottier, Fathi Kallel

Proceedings of the IGARSS 2024, 2024

Unsupervised Classification of Polarimetric SAR Images Using Bayesian Nonparametric Model and Markov Random Field.

Wassim Bdiri, Nizar Bouhlel, Stéphane Méric, Eric Pottier, Fathi Kallel

Proceedings of the 32nd European Signal Processing Conference, 2024

Potential of brain MRI in the diagnosis of Juvenile Myoclonic Epilepsy: An overview.

Ibtissem Boushila, Mouna Sahnoun, Sawssan Daoud, Mariem Dammak, Chokri Mhiri, Fathi Kallel

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

Spinal Cord Cross Sectional Area normalization in MR Images: Case of healthy population.

Tayssir Boushila, Mouna Sahnoun, Nadia Bouattour, Mariem Damak, Chokri Mhiri, Fathi Kallel

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

Deep Learning-based Methods for MS Lesion Segmentation: A Review.

Hanêne Ben-Abdallah, Mouna Sahnoun, Salma Sakka, Mariem Damak, Patrick Siarry, Fathi Kallel

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

Skin Cancer Detection Based on Transfer Learning Techniques.

Abdelkader Alrabai, Amira Echtioui, Fathi Kallel

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

2023

MRI contrast enhancement using singular value decomposition and brightness preserving dynamic fuzzy histogram equalization applied to multiple sclerosis patients.

Besma Mnassri, Fathi Kallel, Amira Echtioui, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri

Signal Image Video Process., July, 2023

An accurate spinal cord partition and quantification method to monitor atrophy in multiple sclerosis.

Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida

Signal Image Video Process., April, 2023

New Contrast Enhancement Method for Multiple Sclerosis Lesion Detection.

Besma Mnassri, Amira Echtioui, Fathi Kallel, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh

J. Digit. Imaging, April, 2023

2022

Skin Cancer Classification using Deep Learning Models.

Marwa Kahia, Amira Echtioui, Fathi Kallel, Ahmed Ben Hamida

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Epileptic Seizures Detection on EEG Signal Using Deep Learning Techniques.

Dhouha Sagga, Amira Echtioui, Rafik Khemakhem, Fathi Kallel, Ahmed Ben Hamida

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

Image Enhancement Techniques Applied to Magnetic Resonance Images: Multiple sclerosis.

Besma Mnassri, Amira Echtioui, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

U-NET Architecture for automatic MS lesions segmentation using MR images.

Ghofrane Ghodhbani, Mouna Sahnoun, Fathi Kallel, Patrick Siarry

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2020

Spinal cord MRI contrast enhancement using adaptive gamma correction for patient with multiple sclerosis.

Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida

Signal Image Video Process., 2020

Contrast-Enhanced Image Analysis for MRI Based Multiple Sclerosis Lesion Segmentation.

Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

A Comparative Study of Fingerprint Enhancement Algorithms.

Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida, Amine Naït-Ali

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

fMRI Imaging Based Human Brain Parcellation Methods: A review.

Fatma Abdedayem, Fathi Kallel, Marwa Chaabane, Ahmed Ben Hamida, Lamia Sellami

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2018

CT scan contrast enhancement using singular value decomposition and adaptive gamma correction.

Fathi Kallel, Mouna Sahnoun, Ahmed Ben Hamida, Khalil Chtourou

Signal Image Video Process., 2018

Finger-knuckle-print image enhancement based on brightness preserving dynamic fuzzy histogram equalization and filtering process.

Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida, Amine Naït-Ali

J. Electronic Imaging, 2018

The Influence of Preprocessing Steps on Graph Theory Measures Derived from Resting State fMRI.

Fatma Gargouri, Fathi Kallel, Sebastien Delphine, Ahmed Ben Hamida, Stéphane Lehéricy, Romain Valabrègue

Frontiers Comput. Neurosci., 2018

A comparative study of MRI contrast enhancement techniques based on Traditional Gamma Correction and Adaptive Gamma Correction: Case of multiple sclerosis pathology.

Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Contrast enhancement and feature extraction algorithms of finger knucle print image for personal recognition.

Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2016

A comparative study of motion estimation algorithms in cardiac ultrasound sequences.

Saida Khachira, Fathi Kallel, Ahmed Ben Hamida

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2014

Speckle reduction and segmentation in echocardiographic images: A comparative study.

Saida Khachira, Fathi Kallel, Olena Tankyevych, Ahmed Ben Hamida

Proceedings of the International Image Processing, 2014