Rostom Kachouri

41 papers B 3C 3Misc 1Journal 11Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Lightweight and Efficient Deep Learning Architecture for Retinal Vessel Segmentation. VISAPP (1) Henda Boudegga, Rostom Kachouri, Yaroub Elloumi
2025	—	`conf`	3D-HEVC Fast CCL Intra Partitioning Algorithm For Low Bitrate Applications. SSD Omran Nacir, Rostom Kachouri, Amna Maraoui, Imen Werda, Belgacem Hamdi
2025	—	`conf`	A Modular System for Human Action Detection Combining YOLO and Transformer-Based Video Understanding. IPTA Awatef Edhib, Achraf Chabbouh, Ahmed Chaari, Rostom Kachouri
2025	J	`jnl`	Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion. Int. J. Imaging Syst. Technol. Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Nesrine Abroug, Mohamed Hedi Bedoui
2025	J	`jnl`	Ensemble learning-based method for multiple sclerosis screening from retinal OCT images. Medical Biol. Eng. Comput. Yaroub Elloumi, Rostom Kachouri
2024	—	`conf`	Diabetic Retinopathy Screening within Unlabeled Dataset Based on Least Squares Cycle-GAN Domain Transfer. IPTA Zineb Sadok, Mohamed Akil, Rostom Kachouri, Ali Ahaitouf
2024	—	`conf`	Ensemble learning based method for severity detection of Age-Related Macular Degeneration. IPTA Hedi Missaoui, Yaroub Elloumi, Rostom Kachouri
2024	—	`conf`	High Performance and Low Complexity Retinal Vessel Segmentation Method Based on Extended DCNN. IPTA Mouna Abdelf Attah, Yaroub Elloumi, Rostom Kachouri
2023	—	`conf`	A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA Yaroub Elloumi, Rostom Kachouri
2023	C	`conf`	Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	—	`conf`	Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. IPTA Rostom Kachouri, Mohamed Akil, Amed Mvoulana
2023	—	`conf`	Enhancing Myocardial Disease Prediction with DOC-NET+ Architecture: A Custom Data Analysis Approach for the EMIDEC Challenge. ICMLDE Mariem Dali, Rostom Kachouri, Narjes Benameur, Younes Arous, Salam Labidi
2023	B	`conf`	Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mohamed Hedi Bedoui
2022	C	`conf`	Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	J	`jnl`	Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	—	`conf`	Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
2021	J	`jnl`	Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
2020	J	`jnl`	A new pipeline for the recognition of universal expressions of multiple faces in a video sequence. J. Real Time Image Process. Latifa Greche, Mohamed Akil, Rostom Kachouri, Najia Es-Sbai
2020	B	`conf`	Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening. ICPR Amed Mvoulana, Rostom Kachouri, Mohamed Akil
2020	J	`jnl`	Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy. Medical Image Anal. Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri
2019	—	`conf`	A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors. IWANN (2) Mostefa Ben Naceur, Rostom Kachouri, Mohamed Akil, Rachida Saouli
2019	—	`conf`	Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results. BrainLes@MICCAI (2) Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri
2019	J	`jnl`	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. Amed Mvoulana, Rostom Kachouri, Mohamed Akil
2019	—	`conf`	New Gamma Correction Method for real time image text extraction. IPTA Mohamed Amin Ben Atitallah, Rostom Kachouri, Ahmed Ben Atitallah, Hassene Mnif
2018	—	`conf`	An efficient implementation of GLCM algorithm in FPGA. IINTEC Mohamed Amin Ben Atitallah, Rostom Kachouri, Manel Kammoun, Hassene Mnif
2018	—	`conf`	Customer Satisfaction Measuring Based on the Most Significant Facial Emotion. SSD Mariem Slim, Rostom Kachouri, Ahmed Ben Atitallah
2018	J	`jnl`	Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images. Comput. Methods Programs Biomed. Mostefa Ben Naceur, Rachida Saouli, Mohamed Akil, Rostom Kachouri
2018	J	`jnl`	GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK). J. Real Time Image Process. Mahmoud Soua, Rostom Kachouri, Mohamed Akil
2016	—	`conf`	Personal verification system based on retina and SURF descriptors. SSD Takwa Chihaoui, Hejer Jlassi, Rostom Kachouri, Kamel Hamrouni, Mohamed Akil
2016	Misc	`conf`	Unsupervised image segmentation based on local pixel clustering and low-level region merging. ATSIP Rostom Kachouri, Mahmoud Soua, Mohamed Akil
2015	—	`conf`	Efficient multiscale and multifont optical character recognition system based on robust feature description. IPTA Mahmoud Soua, Rostom Kachouri, Mohamed Akil
2015	B	`conf`	Gamma correction acceleration for real-time text extraction from complex colored images. ICIP Rostom Kachouri, Christian Medina Armas, Mohamed Akil
2015	—	`conf`	Hardware design to accelerate PNG encoder for binary mask compression on FPGA. Real-Time Image and Video Processing Rostom Kachouri, Mohamed Akil
2015	—	`conf`	Human identification system based on the detection of optical Disc Ring in retinal images. IPTA Takwa Chihaoui, Rostom Kachouri, Hejer Jelassi, Mohamed Akil, Kamel Hamrouni
2015	C	`conf`	Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing. ISPA Mahmoud Soua, Rostom Kachouri, Mohamed Akil
2014	—	`conf`	A new hybrid binarization method based on Kmeans. ISCCSP Mahmoud Soua, Rostom Kachouri, Mohamed Akil
2011	J	`jnl`	Sélection adaptative de caractéristiques pertinentes et classification hiérarchique des images dans les bases hétérogènes. Traitement du Signal Rostom Kachouri, Khalifa Djemal, Hichem Maaref
2010	—	`conf`	Adaptive feature selection for heterogeneous image databases. IPTA Rostom Kachouri, Khalifa Djemal, Hichem Maaref
2010	—	`—`	Classification multi-modèles des images dans les bases Hétérogènes. (Multi-model image classification in heterogeneous databases). Rostom Kachouri
2010	J	`jnl`	Multi-model classification method in heterogeneous image databases. Pattern Recognit. Rostom Kachouri, Khalifa Djemal, Hichem Maaref
2008	—	`conf`	Heterogeneous Image Retrieval System based on Features Extraction and SVM Classifier. ICINCO-SPSMC Rostom Kachouri, Khalifa Djemal, Hichem Maaref, Dorra Sellami Masmoudi, Nabil Derbel