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Rostom KACHOURI
Rostom KACHOURI
Associate Professor at ESIEE Paris
Adresse e-mail validée de esiee.fr - Page d'accueil
Titre
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Année
Fully automatic brain tumor segmentation using end-to-end incremental deep neural networks in MRI images
R Saouli, M Akil, R Kachouri
Computer methods and programs in biomedicine 166, 39-49, 2018
2252018
Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy
M Akil, R Saouli, R Kachouri
Medical image analysis 63, 101692, 2020
1482020
A comparison study between MLP and convolutional neural network models for character recognition
SB Driss, M Soua, R Kachouri, M Akil
Real-Time Image and Video Processing 2017 10223, 32-42, 2017
1072017
Fully automated method for glaucoma screening using robust optic nerve head detection and unsupervised segmentation based cup-to-disc ratio computation in retinal fundus images
A Mvoulana, R Kachouri, M Akil
Computerized Medical Imaging and Graphics 77, 101643, 2019
742019
Fast and efficient retinal blood vessel segmentation method based on deep learning network
H Boudegga, Y Elloumi, M Akil, MH Bedoui, R Kachouri, AB Abdallah
Computerized Medical Imaging and Graphics 90, 101902, 2021
712021
A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy
S Majumder, Y Elloumi, M Akil, R Kachouri, N Kehtarnavaz
Real-Time Image Processing and Deep Learning 2020 11401, 13-22, 2020
372020
Detection of retinal abnormalities in fundus image using CNN deep learning networks
M Akil, Y Elloumi, R Kachouri
State of the Art in Neural Networks and their Applications, 19-61, 2021
302021
GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK)
M Soua, R Kachouri, M Akil
Journal of Real-Time Image Processing 14, 363-377, 2018
192018
A new pipeline for the recognition of universal expressions of multiple faces in a video sequence
L Greche, M Akil, R Kachouri, N Es-Sbai
Journal of Real-Time Image Processing 17 (5), 1389-1402, 2020
162020
Multi-model classification method in heterogeneous image databases
R Kachouri, K Djemal, H Maaref
Pattern Recognition 43 (12), 4077-4088, 2010
152010
An efficient implementation of GLCM algorithm in FPGA
MAB Atitallah, R Kachouri, M Kammoun, H Mnif
2018 International Conference on Internet of Things, Embedded Systems and …, 2018
142018
Adaptive feature selection for heterogeneous image databases
R Kachouri, K Djemal, H Maaref
2010 2nd International Conference on Image Processing Theory, Tools and …, 2010
142010
Feature extraction and relevance evaluation for heterogeneous image database recognition
R Kachouri, K Djemal, H Maaref, DS Masmoudi, N Derbel
2008 First Workshops on Image Processing Theory, Tools and Applications, 1-6, 2008
142008
Deep convolutional neural networks for brain tumor segmentation: boosting performance using deep transfer learning: preliminary results
M Ben Naceur, M Akil, R Saouli, R Kachouri
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
122020
Unsupervised image segmentation based on local pixel clustering and low-level region merging
R Kachouri, M Soua, M Akil
2016 2nd International Conference on Advanced Technologies for Signal and …, 2016
112016
Customer satisfaction measuring based on the most significant facial emotion
M Slim, R Kachouri, AB Atitallah
2018 15th International Multi-Conference on Systems, Signals & Devices (SSD …, 2018
92018
Human identification system based on the detection of optical Disc Ring in retinal images
T Chihaoui, R Kachouri, H Jlassi, M Akil, K Hamrouni
2015 International Conference on Image Processing Theory, Tools and …, 2015
92015
A new hybrid binarization method based on Kmeans
M Soua, R Kachouri, M Akil
2014 6th International Symposium on Communications, Control and Signal …, 2014
92014
Automated method for real-time AMD screening of fundus images dedicated for mobile devices
SB Sayadia, Y Elloumi, R Kachouri, M Akil, AB Abdallah, MH Bedoui
Medical & Biological Engineering & Computing 60 (5), 1449-1479, 2022
82022
Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening
A Mvoulana, R Kachouri, M Akil
2020 25th International conference on pattern recognition (ICPR), 6120-6127, 2021
82021
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