Fathi Kallel

31 papers C 2Misc 13Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable transfer learning for skin cancer diagnosis.
Netw. Model. Anal. Health Informatics Bioinform.
Abdelkader Alrabai, Amira Echtioui, Fathi Kallel
2025 J jnl
Comparative analysis of deep learning algorithms for seizure detection.
Multim. Tools Appl.
Dhouha Sagga, Amira Echtioui, Fathi Kallel
2025 — conf
Dirichlet Process Mixture Model and Markov Random Field for PolSAR Image Segmentation.
CAIP (1)
Wassim Bdiri, Nizar Bouhlel, Stéphane Méric, Eric Pottier, Fathi Kallel
2025 — conf
Explainable Pre-Trained Models for Skin Cancer Classification.
SSD
Abdelkader Alrabai, Amira Echtioui, Fathi Kallel
2025 J jnl
Explainable deep learning approaches for skin cancer diagnosis.
Netw. Model. Anal. Health Informatics Bioinform.
Abdelkader Alrabai, Amira Echtioui, Fathi Kallel
2024 C conf
A Bayesian Nonparametric Model for Unsupervised Change Detection of Fully Polarimetric SAR Images.
IGARSS
Wassim Bdiri, Nizar Bouhlel, Stéphane Méric, Eric Pottier, Fathi Kallel
2024 — conf
Deep Learning Techniques for Automatic Seizure Detection in Epilepsy.
ICSOC Workshops (2)
Dhouha Sagga, Amira Echtioui, Fathi Kallel
2024 Misc conf
Deep Learning-based Methods for MS Lesion Segmentation: A Review.
ATSIP
Hanêne Ben-Abdallah, Mouna Sahnoun, Salma Sakka, Mariem Damak, Patrick Siarry, Fathi Kallel
2024 Misc conf
Potential of brain MRI in the diagnosis of Juvenile Myoclonic Epilepsy: An overview.
ATSIP
Ibtissem Boushila, Mouna Sahnoun, Sawssan Daoud, Mariem Dammak, Chokri Mhiri, Fathi Kallel
2024 J jnl
Retinal fundus image classification for diabetic retinopathy using transfer learning technique.
Signal Image Video Process.
Fathi Kallel, Amira Echtioui
2024 Misc conf
Skin Cancer Detection Based on Transfer Learning Techniques.
ATSIP
Abdelkader Alrabai, Amira Echtioui, Fathi Kallel
2024 Misc conf
Spinal Cord Cross Sectional Area normalization in MR Images: Case of healthy population.
ATSIP
Tayssir Boushila, Mouna Sahnoun, Nadia Bouattour, Mariem Damak, Chokri Mhiri, Fathi Kallel
2024 — conf
Unsupervised Classification of Polarimetric SAR Images Using Bayesian Nonparametric Model and Markov Random Field.
EUSIPCO
Wassim Bdiri, Nizar Bouhlel, Stéphane Méric, Eric Pottier, Fathi Kallel
2023 J jnl
An accurate spinal cord partition and quantification method to monitor atrophy in multiple sclerosis.
Signal Image Video Process.
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2023 J jnl
MRI contrast enhancement using singular value decomposition and brightness preserving dynamic fuzzy histogram equalization applied to multiple sclerosis patients.
Signal Image Video Process.
Besma Mnassri, Fathi Kallel, Amira Echtioui, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri
2023 J jnl
New Contrast Enhancement Method for Multiple Sclerosis Lesion Detection.
J. Digit. Imaging
Besma Mnassri, Amira Echtioui, Fathi Kallel, Ahmed Ben Hamida, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh
2022 Misc conf
Epileptic Seizures Detection on EEG Signal Using Deep Learning Techniques.
ATSIP
Dhouha Sagga, Amira Echtioui, Rafik Khemakhem, Fathi Kallel, Ahmed Ben Hamida
2022 Misc conf
Image Enhancement Techniques Applied to Magnetic Resonance Images: Multiple sclerosis.
ATSIP
Besma Mnassri, Amira Echtioui, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Ahmed Ben Hamida
2022 — conf
Skin Cancer Classification using Deep Learning Models.
ICAART (1)
Marwa Kahia, Amira Echtioui, Fathi Kallel, Ahmed Ben Hamida
2022 Misc conf
U-NET Architecture for automatic MS lesions segmentation using MR images.
ATSIP
Ghofrane Ghodhbani, Mouna Sahnoun, Fathi Kallel, Patrick Siarry
2020 Misc conf
A Comparative Study of Fingerprint Enhancement Algorithms.
ATSIP
Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida, Amine Naït-Ali
2020 Misc conf
Contrast-Enhanced Image Analysis for MRI Based Multiple Sclerosis Lesion Segmentation.
ATSIP
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2020 J jnl
Spinal cord MRI contrast enhancement using adaptive gamma correction for patient with multiple sclerosis.
Signal Image Video Process.
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2020 Misc conf
fMRI Imaging Based Human Brain Parcellation Methods: A review.
ATSIP
Fatma Abdedayem, Fathi Kallel, Marwa Chaabane, Ahmed Ben Hamida, Lamia Sellami
2018 Misc conf
A comparative study of MRI contrast enhancement techniques based on Traditional Gamma Correction and Adaptive Gamma Correction: Case of multiple sclerosis pathology.
ATSIP
Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Chokri Mhiri, Kheireddine Ben Mahfoudh, Ahmed Ben Hamida
2018 J jnl
CT scan contrast enhancement using singular value decomposition and adaptive gamma correction.
Signal Image Video Process.
Fathi Kallel, Mouna Sahnoun, Ahmed Ben Hamida, Khalil Chtourou
2018 Misc conf
Contrast enhancement and feature extraction algorithms of finger knucle print image for personal recognition.
ATSIP
Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida
2018 J jnl
Finger-knuckle-print image enhancement based on brightness preserving dynamic fuzzy histogram equalization and filtering process.
J. Electronic Imaging
Sarra Hajri, Fathi Kallel, Ahmed Ben Hamida, Amine Naït-Ali
2018 J jnl
The Influence of Preprocessing Steps on Graph Theory Measures Derived from Resting State fMRI.
Frontiers Comput. Neurosci.
Fatma Gargouri, Fathi Kallel, Sebastien Delphine, Ahmed Ben Hamida, Stéphane Lehéricy, Romain Valabrègue
2016 Misc conf
A comparative study of motion estimation algorithms in cardiac ultrasound sequences.
ATSIP
Saida Khachira, Fathi Kallel, Ahmed Ben Hamida
2014 C conf
Speckle reduction and segmentation in echocardiographic images: A comparative study.
IPAS
Saida Khachira, Fathi Kallel, Olena Tankyevych, Ahmed Ben Hamida