Rostom Kachouri

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 21

Top Venues

IPTA

SSD

J. Real Time Image Process.

Comput. Medical Imaging Graph.

University of Évry Val d'Essonne, France (PHD)

Education History

University of Évry Val d'Essonne, France

PHD

Publications

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)
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)
Yaroub Elloumi, Rostom Kachouri
A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA (2023)
Rostom Kachouri, Mohamed Akil, Amed Mvoulana
Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. IPTA (2023)
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) (2022)
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)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) (2022)
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 (2021)
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) (2020)
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 (2020)
Amed Mvoulana, Rostom Kachouri, Mohamed Akil
Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening. ICPR (2020)
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)
Mohamed Amin Ben Atitallah, Rostom Kachouri, Ahmed Ben Atitallah, Hassène Mnif
New Gamma Correction Method for real time image text extraction. IPTA (2019)
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)
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)
Mariem Slim, Rostom Kachouri, Ahmed Ben Atitallah
Customer Satisfaction Measuring Based on the Most Significant Facial Emotion. SSD (2018)
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) (2018)
Mohamed Amin Ben Atitallah, Rostom Kachouri, Manel Kammoun, Hassène Mnif
An efficient implementation of GLCM algorithm in FPGA. IINTEC (2018)
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 (2018)
Takwa Chihaoui, Hejer Jlassi, Rostom Kachouri, Kamel Hamrouni, Mohamed Akil
Personal verification system based on retina and SURF descriptors. SSD (2016)
Rostom Kachouri, Mahmoud Soua, Mohamed Akil
Unsupervised image segmentation based on local pixel clustering and low-level region merging. ATSIP (2016)
Mahmoud Soua, Rostom Kachouri, Mohamed Akil
Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing. ISPA (2015)
Rostom Kachouri, Mohamed Akil
Hardware design to accelerate PNG encoder for binary mask compression on FPGA. Real-Time Image and Video Processing (2015)
Mahmoud Soua, Rostom Kachouri, Mohamed Akil
Efficient multiscale and multifont optical character recognition system based on robust feature description. IPTA (2015)
Rostom Kachouri, Christian Medina Armas, Mohamed Akil
Gamma correction acceleration for real-time text extraction from complex colored images. ICIP (2015)
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)
Mahmoud Soua, Rostom Kachouri, Mohamed Akil
A new hybrid binarization method based on Kmeans. ISCCSP (2014)
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) (2011)
Rostom Kachouri, Khalifa Djemal, Hichem Maaref
Adaptive feature selection for heterogeneous image databases. IPTA (2010)
Rostom Kachouri, Khalifa Djemal, Hichem Maaref
Multi-model classification method in heterogeneous image databases. Pattern Recognit. 43 (12) (2010)
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)

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Publication Activity (10 Years)

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Rostom Kachouri