Heterogeneous Image Retrieval System based on Features Extraction and SVM Classifier. - Rostom Kachouri; Khalifa Djemal; Hichem Maaref; Dorra Sellami Masmoudi; Nabil Derbel (ICINCO-SPSMC, 2008)

Adaptive feature selection for heterogeneous image databases. - Rostom Kachouri; Khalifa Djemal; Hichem Maaref (IPTA, 2010)

Multi-model classification method in heterogeneous image databases. - Rostom Kachouri; Khalifa Djemal; Hichem Maaref (Pattern Recognit., 2010)

Classification multi-modèles des images dans les bases Hétérogènes. (Multi-model image classification in heterogeneous databases). - Rostom Kachouri (2010)

Sélection adaptative de caractéristiques pertinentes et classification hiérarchique des images dans les bases hétérogènes. - Rostom Kachouri; Khalifa Djemal; Hichem Maaref (Traitement du Signal, 2011)

A new hybrid binarization method based on Kmeans. - Mahmoud Soua; Rostom Kachouri; Mohamed Akil (ISCCSP, 2014)

Gamma correction acceleration for real-time text extraction from complex colored images. - Rostom Kachouri; Christian Medina Armas; Mohamed Akil (ICIP, 2015)

Human identification system based on the detection of optical Disc Ring in retinal images. - Takwa Chihaoui; Rostom Kachouri; Hejer Jelassi; Mohamed Akil; Kamel Hamrouni (IPTA, 2015)

Efficient multiscale and multifont optical character recognition system based on robust feature description. - Mahmoud Soua; Rostom Kachouri; Mohamed Akil (IPTA, 2015)

Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing. - Mahmoud Soua; Rostom Kachouri; Mohamed Akil (ISPA, 2015)

Hardware design to accelerate PNG encoder for binary mask compression on FPGA. - Rostom Kachouri; Mohamed Akil (Real-Time Image and Video Processing, 2015)

Personal verification system based on retina and SURF descriptors. - Takwa Chihaoui; Hejer Jlassi; Rostom Kachouri; Kamel Hamrouni; Mohamed Akil (SSD, 2016)

Unsupervised image segmentation based on local pixel clustering and low-level region merging. - Rostom Kachouri; Mahmoud Soua; Mohamed Akil (ATSIP, 2016)

Customer Satisfaction Measuring Based on the Most Significant Facial Emotion. - Mariem Slim; Rostom Kachouri; Ahmed Ben Atitallah (SSD, 2018)

An efficient implementation of GLCM algorithm in FPGA. - Mohamed Amin Ben Atitallah; Rostom Kachouri; Manel Kammoun; Hassène Mnif (IINTEC, 2018)

Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images. - Mostefa Ben Naceur; Rachida Saouli; Mohamed Akil; Rostom Kachouri (Comput. Methods Programs Biomed., 2018)

GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK). - Mahmoud Soua; Rostom Kachouri; Mohamed Akil (J. Real Time Image Process., 2018)

Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results. - Mostefa Ben Naceur; Mohamed Akil; Rachida Saouli; Rostom Kachouri (BrainLes@MICCAI (2), 2019)

New Gamma Correction Method for real time image text extraction. - Mohamed Amin Ben Atitallah; Rostom Kachouri; Ahmed Ben Atitallah; Hassène Mnif (IPTA, 2019)

A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors. - Mostefa Ben Naceur; Rostom Kachouri; Mohamed Akil; Rachida Saouli (IWANN (2), 2019)

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. - Amed Mvoulana; Rostom Kachouri; Mohamed Akil (Comput. Medical Imaging Graph., 2019)

Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening. - Amed Mvoulana; Rostom Kachouri; Mohamed Akil (ICPR, 2020)

A new pipeline for the recognition of universal expressions of multiple faces in a video sequence. - Latifa Greche; Mohamed Akil; Rostom Kachouri; Najia Es-Sbai (J. Real Time Image Process., 2020)

Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy. - Mostefa Ben Naceur; Mohamed Akil; Rachida Saouli; Rostom Kachouri (Medical Image Anal., 2020)

Fast and efficient retinal blood vessel segmentation method based on deep learning network. - Henda Boudegga; Yaroub Elloumi; Mohamed Akil; Mohamed Hedi Bedoui; Rostom Kachouri; Asma Ben Abdallah (Comput. Medical Imaging Graph., 2021)

Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. - Rahma Boukadida; Yaroub Elloumi; Rostom Kachouri; Asma Ben Abdallah; Mohamed Hedi Bedoui (CGI, 2022)

Extended U-net for Retinal Vessel Segmentation. - Henda Boudegga; Yaroub Elloumi; Rostom Kachouri; Asma Ben Abdallah; Mohamed Hédi Bedoui (ICCCI (CCIS Volume), 2022)

Automated method for real-time AMD screening of fundus images dedicated for mobile devices. - Sofien Bensayadia; Yaroub Elloumi; Rostom Kachouri; Mohamed Akil; Asma Ben Abdallah; Mohamed Hedi Bedoui (Medical Biol. Eng. Comput., 2022)

Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. - Henda Boudegga; Yaroub Elloumi; Rostom Kachouri; Asma Ben Abdallah; Mohamed Hedi Bedoui (CoDIT, 2023)

Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. - Henda Boudegga; Yaroub Elloumi; Asma Ben Abdallah; Rostom Kachouri; Mohamed Hedi Bedoui (ESANN, 2023)

Enhancing Myocardial Disease Prediction with DOC-NET+ Architecture: A Custom Data Analysis Approach for the EMIDEC Challenge. - Mariem Dali; Rostom Kachouri; Narjes Benameur; Younes Arous; Salam Labidi (ICMLDE, 2023)

A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. - Yaroub Elloumi; Rostom Kachouri (IPTA, 2023)

Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. - Rostom Kachouri; Mohamed Akil; Amed Mvoulana (IPTA, 2023)

High Performance and Low Complexity Retinal Vessel Segmentation Method Based on Extended DCNN. - Mouna Abdelf Attah; Yaroub Elloumi; Rostom Kachouri (IPTA, 2024)

Ensemble learning based method for severity detection of Age-Related Macular Degeneration. - Hedi Missaoui; Yaroub Elloumi; Rostom Kachouri (IPTA, 2024)

Diabetic Retinopathy Screening within Unlabeled Dataset Based on Least Squares Cycle-GAN Domain Transfer. - Zineb Sadok; Mohamed Akil; Rostom Kachouri; Ali Ahaitouf (IPTA, 2024)

3D-HEVC Fast CCL Intra Partitioning Algorithm For Low Bitrate Applications. - Omran Nacir; Rostom Kachouri; Amna Maraoui; Imen Werda; Belgacem Hamdi (SSD, 2025)

Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion. - Henda Boudegga; Yaroub Elloumi; Rostom Kachouri; Asma Ben Abdallah; Nesrine Abroug; Mohamed Hedi Bedoui (Int. J. Imaging Syst. Technol., 2025)