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2020 – today
- 2023
[c22]Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT 2023: 2451-2456- [c21]Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mouhamed Hédi Bedoui:
Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN 2023 - [c20]Yaroub Elloumi, Rostom Kachouri:
A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA 2023: 1-6 - [c19]Rostom Kachouri, Mohamed Akil, Amed Mvoulana:
Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. IPTA 2023: 1-6 - 2022
- [j9]Sofien Bensayadia
, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. 60(5): 1449-1479 (2022) - [c18]Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI 2022: 451-462 - [c17]Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui:
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) 2022: 564-576 - 2021
- [j8]Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah:
Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. 90: 101902 (2021) - 2020
- [j7]Latifa Greche, Mohamed Akil, Rostom Kachouri, Najia Es-Sbai:
A new pipeline for the recognition of universal expressions of multiple faces in a video sequence. J. Real Time Image Process. 17(5): 1389-1402 (2020) - [j6]Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri:
Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy. Medical Image Anal. 63: 101692 (2020) - [c16]Amed Mvoulana, Rostom Kachouri, Mohamed Akil:
Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening. ICPR 2020: 6120-6127
2010 – 2019
- 2019
- [j5]Amed Mvoulana, Rostom Kachouri, Mohamed Akil:
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. Comput. Medical Imaging Graph. 77 (2019) - [c15]Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri:
Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results. BrainLes@MICCAI (2) 2019: 303-315 - [c14]Mohamed Amin Ben Atitallah, Rostom Kachouri, Ahmed Ben Atitallah, Hassène Mnif:
New Gamma Correction Method for real time image text extraction. IPTA 2019: 1-6 - [c13]Mostefa Ben Naceur, Rostom Kachouri, Mohamed Akil, Rachida Saouli:
A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors. IWANN (2) 2019: 555-567 - 2018
- [j4]Mostefa Ben Naceur, Rachida Saouli, Mohamed Akil, Rostom Kachouri:
Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images. Comput. Methods Programs Biomed. 166: 39-49 (2018) - [j3]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK). J. Real Time Image Process. 14(2): 363-377 (2018) - [c12]Mariem Slim, Rostom Kachouri, Ahmed Ben Atitallah:
Customer Satisfaction Measuring Based on the Most Significant Facial Emotion. SSD 2018: 502-507 - [c11]Mohamed Amin Ben Atitallah, Rostom Kachouri, Manel Kammoun, Hassène Mnif:
An efficient implementation of GLCM algorithm in FPGA. IINTEC 2018: 147-152 - 2016
- [c10]Takwa Chihaoui, Hejer Jlassi, Rostom Kachouri, Kamel Hamrouni, Mohamed Akil:
Personal verification system based on retina and SURF descriptors. SSD 2016: 280-286 - [c9]Rostom Kachouri, Mahmoud Soua, Mohamed Akil:
Unsupervised image segmentation based on local pixel clustering and low-level region merging. ATSIP 2016: 177-182 - 2015
- [c8]Rostom Kachouri, Christian Medina Armas, Mohamed Akil:
Gamma correction acceleration for real-time text extraction from complex colored images. ICIP 2015: 527-531 - [c7]Takwa Chihaoui, Rostom Kachouri, Hejer Jelassi, Mohamed Akil, Kamel Hamrouni:
Human identification system based on the detection of optical Disc Ring in retinal images. IPTA 2015: 263-267 - [c6]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
Efficient multiscale and multifont optical character recognition system based on robust feature description. IPTA 2015: 575-580 - [c5]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing. ISPA 2015: 210-215 - [c4]Rostom Kachouri, Mohamed Akil:
Hardware design to accelerate PNG encoder for binary mask compression on FPGA. Real-Time Image and Video Processing 2015: 940003 - 2014
- [c3]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
A new hybrid binarization method based on Kmeans. ISCCSP 2014: 118-123 - 2011
- [j2]Rostom Kachouri, Khalifa Djemal, Hichem Maaref:
Sélection adaptative de caractéristiques pertinentes et classification hiérarchique des images dans les bases hétérogènes. Traitement du Signal 28(5): 547-574 (2011) - 2010
- [b1]Rostom Kachouri:
Classification multi-modèles des images dans les bases Hétérogènes. (Multi-model image classification in heterogeneous databases). University of Évry Val d'Essonne, France, 2010 - [j1]Rostom Kachouri, Khalifa Djemal, Hichem Maaref:
Multi-model classification method in heterogeneous image databases. Pattern Recognit. 43(12): 4077-4088 (2010) - [c2]Rostom Kachouri, Khalifa Djemal, Hichem Maaref:
Adaptive feature selection for heterogeneous image databases. IPTA 2010: 26-31
2000 – 2009
- 2008
- [c1]Rostom Kachouri, Khalifa Djemal, Hichem Maaref, Dorra Sellami Masmoudi, Nabil Derbel:
Heterogeneous Image Retrieval System based on Features Extraction and SVM Classifier. ICINCO-SPSMC 2008: 137-142
Coauthor Index
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