| 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 | 236 | 2018 |
| 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 | 160 | 2020 |
| 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 | 117 | 2017 |
| 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 | 85 | 2019 |
| 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 | 84 | 2021 |
| 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 | 42 | 2020 |
| 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 | 35 | 2021 |
| 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 | 21 | 2018 |
| 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 | 17 | 2018 |
| 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 | 16 | 2020 |
| Multi-model classification method in heterogeneous image databases R Kachouri, K Djemal, H Maaref Pattern Recognition 43 (12), 4077-4088, 2010 | 15 | 2010 |
| Adaptive feature selection for heterogeneous image databases R Kachouri, K Djemal, H Maaref 2010 2nd International Conference on Image Processing Theory, Tools and …, 2010 | 14 | 2010 |
| 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 | 14 | 2008 |
| 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 | 13 | 2020 |
| 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 | 13 | 2016 |
| 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 | 12 | 2022 |
| 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 | 11 | 2015 |
| 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 | 10 | 2021 |
| 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 | 9 | 2018 |
| A new hybrid binarization method based on Kmeans M Soua, R Kachouri, M Akil 2014 6th International Symposium on Communications, Control and Signal …, 2014 | 9 | 2014 |
Mohamed AKILProfesseur ÉMÉRITE, université Gustave Eiffel, LIGM, ESIEE ParisAdresse e-mail validée de esiee.fr
