Rostom Kachouri

发表

Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2015, 2015 9th International Symposium on Image and Signal Processing and Analysis (ISPA).

Real-time text extraction based on the page layout analysis system

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2017, Commercial + Scientific Sensing and Imaging.

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

Rostom Kachouri, Rostom Kachouri, 2010 .

Personal verification system based on retina and SURF descriptors

Kamel Hamrouni, Mohamed Akil, Hejer Jlassi, 2016, 2016 13th International Multi-Conference on Systems, Signals & Devices (SSD).

Multi-model classification method in heterogeneous image databases

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2010, Pattern Recognit..

Gamma correction acceleration for real-time text extraction from complex colored images

Mohamed Akil, Rostom Kachouri, Christian Medina Armas, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy

Rostom Kachouri, Rachida Saouli, Mostefa Ben Naceur, 2020, Medical Image Anal..

Customer Satisfaction Measuring Based on the Most Significant Facial Emotion

Ahmed Ben Atitallah, Rostom Kachouri, Mariem Slim, 2018, 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD).

Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images

Mohamed Akil, Rostom Kachouri, Rachida Saouli, 2018, Comput. Methods Programs Biomed..

Hardware design to accelerate PNG encoder for binary mask compression on FPGA

Mohamed Akil, Rostom Kachouri, 2015, Electronic Imaging.

Detection of retinal abnormalities in fundus image using CNN deep learning networks

Rostom Kachouri, Mohamed Akil, Yaroub Elloumi, 2021, State of the Art in Neural Networks and their Applications.

Retinal Image Processing in Biometrics

Rostom Kachouri, Mohamed Akil, Yaroub Elloumi, 2019, Series in BioEngineering.

Heterogeneous Image Retrieval System based on Features Extraction and SVM Classifier

Dorra Sellami Masmoudi, Nabil Derbel, Khalifa Djemal, 2008, ICINCO-SPSMC.

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

Mohamed Akil, Rostom Kachouri, Amed Mvoulana, 2019, Comput. Medical Imaging Graph..

Retinal Identification System based on Optical Disc Ring Extraction and New Local SIFT-RUK Descriptor

Kamel Hamrouni, Hejer Jlassi, Rostom Kachouri, 2018 .

MLP Neural Network Classifier for breast cancer diagnostic

Khalifa Djemal, Hichem Maaref, N. Derbel, 2007 .

Adaptive relevant feature selection and hierarchical image classification in heterogeneous databases

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2010 .

Efficient multiscale and multifont optical character recognition system based on robust feature description

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2015, 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA).

Rapport d'étude, Projet Demat+, Tâche 4.1: Adéquation Algorithme-Architecture-Codeur PNG/FPGA

Rostom Kachouri, 2010 .

A new pipeline for the recognition of universal expressions of multiple faces in a video sequence

Latifa Greche, Rostom Kachouri, Mohamed Akil, 2019, Journal of Real-Time Image Processing.

Rapport d'étude, Projet Demat+, Tâche 4.2 : Spécification de l'architecture OverSeg

Rostom Kachouri, Geoffroy Marpeaux, 2011 .

Rapport d'étude, Projet Demat+, Tâche 4.2 : Segmentation de pages

Xavier Hilaire, Rostom Kachouri, 2012 .

Feature extraction andrelevance evaluation for heterogeneous imagedatabase recogni'ti:on

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2008 .

Adaptive feature selection for heterogeneous image databases

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2010, 2010 2nd International Conference on Image Processing Theory, Tools and Applications.

Sélection adaptative de caractéristiques pertinentes et classification hiérarchique des images dans les bases hétérogènes

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2011, Traitement du Signal.

New Gamma Correction Method for real time image text extraction

Ahmed Ben Atitallah, Rostom Kachouri, Hassene Mnif, 2019, 2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA).

Unsupervised image segmentation based on local pixel clustering and low-level region merging

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Human identification system based on the detection of optical Disc Ring in retinal images

Kamel Hamrouni, Mohamed Akil, Hejer Jelassi, 2015, 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA).

Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results

Rostom Kachouri, Mohamed Akil, Rachida Saouli, 2019, BrainLes@MICCAI.

A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy

Nasser Kehtarnavaz, Rostom Kachouri, Mohamed Akil, 2020, Defense + Commercial Sensing.

A new FPGA Accelerator Based on Circular Buffer Unit Per Orientation for a Fast and Optimised GLCM and Texture Feature Computation

Rostom Kachouri, Hassene Mnif, Mohamed Amin Ben Atitallah, 2019, 2019 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS).

On the heterogeneous image retrieval with QUIP-tree

Khalifa Djemal, Hichem Maaref, N. Derbel, 2007 .

A new hybrid binarization method based on Kmeans

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors

Mohamed Akil, Rostom Kachouri, Rachida Saouli, 2019, IWANN.

An efficient implementation of GLCM algorithm in FPGA

Manel Kammoun, Rostom Kachouri, Hassène Mnif, 2018, 2018 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC).

Image Retrieval System in Heterogeneous Database

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2009 .

GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK)

Mohamed Akil, Mahmoud Soua, Rostom Kachouri, 2018, Journal of Real-Time Image Processing.

Fast and efficient retinal blood vessel segmentation method based on deep learning network

Mohamed Akil, Asma Ben Abdallah, Mohamed Bedoui Hedi, 2021, Comput. Medical Imaging Graph..

Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening

Mohamed Akil, Rostom Kachouri, Amed Mvoulana, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Multiple kernel weighting based SVM for heterogeneous image recognition system

Khalifa Djemal, Hichem Maaref, Rostom Kachouri, 2011 .