Monji Kherallah

发表

Vision Based Hand Gesture Recognition for Mobile Devices: A Review

Mahmoud Neji, Houssem Lahiani, Monji Kherallah, 2016, HIS.

Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System

Hassen Drira, Monji Kherallah, Raouia Mokni, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition

Monji Kherallah, Rania Maalej, 2019 .

Boosting of Deep Convolutional Architectures for Arabic Handwriting Recognition

Monji Kherallah, Mohamed Elleuch, 2019, Int. J. Multim. Data Eng. Manag..

Textile plant modeling using Recurrent Neural Networks

Adel M. Alimi, Monji Kherallah, Lotfi Hamrouni, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Deep Learning for Feature Extraction of Arabic Handwritten Script

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2015, CAIP.

On-line handwritten digit recognition based on trajectory and velocity modeling

Amar Mitiche, Adel M. Alimi, Monji Kherallah, 2008, Pattern Recognit. Lett..

Convolutional Deep Learning Network for Handwritten Arabic Script Recognition

Monji Kherallah, Mohamed Elleuch, M. Kherallah, 2019, HIS.

A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition

Monji Kherallah, Rania Maalej, Mohamed Elleuch, 2016, ICCS.

Novel palmprint biometric system combining several fractal methods for texture information extraction

Monji Kherallah, Raouia Mokni, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

2009 10th International Conference on Document Analysis and Recognition Combining Multiple HMMs Using On-line and Off-line Features for Off-line Arabic Handwriting Recognition

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2022 .

New Strategy for the On-Line Handwriting Modelling

Monji Kherallah, Adel M. Alimi, Houcine Boubaker, 2007 .

Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2017, ICCS.

Fractal and Multi-fractal for Arabic Offline Writer Identification

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2010, 2010 20th International Conference on Pattern Recognition.

Multi-fractal Modeling for On-line Text-Independent Writer Identification

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2011, 2011 International Conference on Document Analysis and Recognition.

Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System

Monji Kherallah, Mohamed Elleuch, Ramzi Zouari, 2016, ICANN.

Static and dynamic features for writer identification based on multi-fractals

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2014, Int. Arab J. Inf. Technol..

Online Arabic Handwriting Modeling System Based on the Graphemes Segmentation

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2010, 2010 20th International Conference on Pattern Recognition.

Window-based feature extraction framework for machine-printed/handwritten and Arabic/Latin text discrimination

Slim Kanoun, Monji Kherallah, Fouad Slimane, 2016, 2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP).

Arabic Handwriting Recognition Using Restored Stroke Chronology

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2009, 2009 10th International Conference on Document Analysis and Recognition.

Image Caption Generation Using A Deep Architecture

Monji Kherallah, Najiba Tagougui, Ansar Hani, 2019, 2019 International Arab Conference on Information Technology (ACIT).

Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions

Monji Kherallah, Rania Maalej, M. Kherallah, 2016, ICANN.

Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms

Monji Kherallah, Raouia Mokni, 2018, ISDA.

Toward an interactive device for quick news story browsing

Adel M. Alimi, Monji Kherallah, Hichem Karray, 2008, 2008 19th International Conference on Pattern Recognition.

Online Arabic handwriting recognition: a survey

Adel M. Alimi, Monji Kherallah, Najiba Tagougui, 2013, International Journal on Document Analysis and Recognition (IJDAR).

RNN-LSTM based beta-elliptic model for online handwriting script identification

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2018, Int. Arab J. Inf. Technol..

Temporal Order Recovery of the Scanned Handwriting

Adel M. Alimi, Monji Kherallah, Abdellatif Ennaji, 2009, 2009 10th International Conference on Document Analysis and Recognition.

Online Arabic Databases and Applications

Haikal El Abed, Monji Kherallah, Adel M. Alimi, 2012 .

A Novel Arabic Writer Identification System Using Texture Feature on Multi-resolution Levels

Monji Kherallah, Slim Kanoun, Faten Kallel Jaiem, 2016, AECIA.

Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition

Hassen Drira, Monji Kherallah, Raouia Mokni, 2017, PSIVT.

Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2020, ICONIP.

A novel Arabic font recognition system based on texture feature and dynamic training

Monji Kherallah, Faten Kallel Jaiem, 2017, Int. J. Intell. Syst. Technol. Appl..

Improvement of On-line Recognition Systems Using a RBF-Neural Network Based Writer Adaptation Module

Adel M. Alimi, Monji Kherallah, Tarek M. Hamdani, 2011, 2011 International Conference on Document Analysis and Recognition.

Arabic handwritten script recognition system based on HOG and gabor features

Monji Kherallah, Mohamed Elleuch, Ansar Hani, 2017, Int. Arab J. Inf. Technol..

Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers

Monji Kherallah, Raouia Mokni, 2016, ICANN.

Deep-Analysis of Palmprint Representation Based on Correlation Concept for Human Biometrics Identification

Hassen Drira, Monji Kherallah, Raouia Mokni, 2020, Int. J. Digit. Crime Forensics.

Identification and verification system of offline handwritten signature using fractal approach

Monji Kherallah, Raouia Mokni, Ramzi Zouari, 2014, International Image Processing, Applications and Systems Conference.

Contribution on Character Modelling for Handwritten Arabic Text Recognition

Slim Kanoun, Monji Kherallah, Faten Kallel Jaiem, 2016, AECIA.

A survey on handwriting recognition based on the trajectory recovery technique

Monji Kherallah, Zouhaira Noubigh, M. Kherallah, 2017, 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR).

A novel architecture of CNN based on SVM classifier for recognising Arabic handwritten script

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2016, Int. J. Intell. Syst. Technol. Appl..

Real time hand gesture recognition system for android devices

Houssem Lahiani, Monji Kherallah, Mohamed Elleuch, 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

Off-Line Features Integration for On-Line Handwriting Graphemes Modeling Improvement

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2012, 2012 International Conference on Frontiers in Handwriting Recognition.

Maxout into MDLSTM for Offline Arabic Handwriting Recognition

Monji Kherallah, Rania Maalej, 2019, ICONIP.

Fuzzy Segmentation and Graphemes Modeling for Online Arabic Handwriting Recognition

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices

Mahmoud Neji, Houssem Lahiani, Monji Kherallah, 2017, ISDA.

Toward an On-Line Handwriting Recognition System Based on Visual Coding and Genetic Algorithm

Monji Kherallah, Adel M. Alimi, F. Bouri, 2005 .

On-line Arabic handwriting recognition competition

Volker Märgner, Adel M. Alimi, Haikal El Abed, 2011, 2011 International Conference on Document Analysis and Recognition.

Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks

Monji Kherallah, Rania Maalej, Najiba Tagougui, 2016, 2016 12th IAPR Workshop on Document Analysis Systems (DAS).

Biometric Palmprint identification via efficient texture features fusion

Monji Kherallah, Raouia Mokni, Mohamed Elleuch, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Writing type, script and language identification in heterogeneous documents

Monji Kherallah, Fouad Slimane, Anis Mezghani, 2017, Int. J. Intell. Syst. Technol. Appl..

Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM

Monji Kherallah, Rania Maalej, Najiba Tagougui, 2016, ICIAR.

On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm

Adel M. Alimi, Monji Kherallah, Fatma Bouri, 2009, Eng. Appl. Artif. Intell..

Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System

Adel M. Alimi, Monji Kherallah, Mohamed Elleuch, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Arabic Font Recognition Based on Discret Curvelet Transform

Monji Kherallah, Slim Kanoun, Faten Kallel Jaiem, 2016, AECIA.

An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines

Monji Kherallah, Mohamed Elleuch, M. Kherallah, 2016, Int. J. Multim. Data Eng. Manag..

A New Approach for Arabic Handwritten Postal Addresses Recognition pdf

Adel M. Alimi, Monji Kherallah, Abdelkarim Elbaati, 2012, ArXiv.

Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2015, ICONIP.

ICDAR 2009 Online Arabic Handwriting Recognition Competition

Volker Märgner, Adel M. Alimi, Haikal El Abed, 2009, 2009 10th International Conference on Document Analysis and Recognition.

Hybrid TDNN-SVM Algorithm for Online Arabic Handwriting Recognition

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2016, HIS.

Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices

Mahmoud Neji, Houssem Lahiani, Monji Kherallah, 2017, ISDA.

Multi-language online handwriting recognition based on beta-elliptic model and hybrid TDNN-SVM classifier

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2018, Multimedia Tools and Applications.

Off-line handwriting recognition system based on GA and visual encoding

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2009, MOCR '09.

New Algorithm of Straight or Curved Baseline Detection for Short Arabic Handwritten Writing

Adel M. Alimi, Monji Kherallah, Houcine Boubaker, 2009, 2009 10th International Conference on Document Analysis and Recognition.

A hybrid MLPNN/HMM recognition system for online Arabic Handwritten script

Adel M. Alimi, Monji Kherallah, Najiba Tagougui, 2013, 2013 World Congress on Computer and Information Technology (WCCIT).

A Time Delay Neural Network for Online Arabic Handwriting Recognition

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2016, ISDA.

New Strategy for Remote Practical Works in Power Electronics for Embedded Systems: Application in EOLES European Project

Monji Kherallah, Denis Barataud, Guillaume Andrieu, 2016, AECIA.

Combining shape analysis and texture pattern for palmprint identification

Hassen Drira, Monji Kherallah, Raouia Mokni, 2017, Multimedia Tools and Applications.

Clothing Classification Using Deep CNN Architecture Based on Transfer Learning

Monji Kherallah, Mohamed Elleuch, Anis Mezghani, 2019 .

2012 International Conference on Frontiers in Handwriting Recognition, ICFHR 2012, Bari, Italy, September 18-20, 2012

Venu Govindaraju, Chunheng Wang, Baihua Xiao, 2012, ICFHR.

Arabic handwritten characters recognition using Deep Belief Neural Networks

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

Combining of Off-line and On-line Feature Extraction Approaches for Writer Identification

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2011, 2011 International Conference on Document Analysis and Recognition.

Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition

Monji Kherallah, Houcine Boubaker, Ramzi Zouari, 2017, ICANN.

Pre-processing and extraction of the ROIs steps for palmprints recognition system

Monji Kherallah, Raouia Mokni, Ramzi Zouari, 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

Recognizing Arabic Handwritten Script using Support Vector Machine classifier

Houssem Lahiani, Monji Kherallah, Mohamed Elleuch, 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

A novel architecture of CNN based on SVM classifier for recognising Arabic handwritten script

Monji Kherallah, Mohamed Elleuch, Najiba Tagougui, 2016, Int. J. Intell. Syst. Technol. Appl..

Convolutional Neural Network and BLSTM for Offline Arabic Handwriting Recognition

Monji Kherallah, Rania Maalej, M. Kherallah, 2018, 2018 International Arab Conference on Information Technology (ACIT).

Recognizing online Arabic handwritten characters using a deep architecture

Monji Kherallah, Najiba Tagougui, 2017, International Conference on Machine Vision.

New Strategy for the On-Line Handwriting Modelling

Adel M. Alimi, Monji Kherallah, Houcine Boubaker, 2007, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007).

Palmprint recognition through the fractal dimension estimation for texture analysis

Monji Kherallah, Raouia Mokni, 2016, Int. J. Biom..

Handwriting and Hand Drawing Velocity Modeling by Superposing Beta Impulses and Continuous Training Component

Monji Kherallah, Adel M. Alimi, Najiba Tagougui, 2013 .

Contribution on Arabic Handwriting Recognition Using Deep Neural Network

Monji Kherallah, Anis Mezghani, Zouhaira Noubigh, 2021 .

A Hybrid NN/HMM Modeling Technique for Online Arabic Handwriting Recognition pdf

Adel M. Alimi, Monji Kherallah, Najiba Tagougui, 2014, ArXiv.

On-line Arabic handwriting recognition competition

Volker Märgner, Adel M. Alimi, Haikal El Abed, 2010, International Journal on Document Analysis and Recognition (IJDAR).

Graphemes Segmentation for Arabic Online Handwriting Modeling

Adel M. Alimi, Haikal El Abed, Monji Kherallah, 2014, J. Inf. Process. Syst..

Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs

Monji Kherallah, Raouia Mokni, Mohamed Elleuch, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Improving the DBLSTM for on-line Arabic handwriting recognition

Monji Kherallah, Rania Maalej, M. Kherallah, 2020, Multimedia Tools and Applications.

Arabic font recognition system applied to different text entity level analysis

Monji Kherallah, Faten Kallel Jaiem, Fouad Slimane, 2017, 2017 International Conference on Smart, Monitored and Controlled Cities (SM2C).

An Interactive Device for Quick Arabic News Story Browsing

Adel M. Alimi, Monji Kherallah, Mohamed Ben Halima, 2012, Int. J. Mob. Comput. Multim. Commun..

Implementation and Validation of a new Strategy of Online Practical Works of Power Electronics for Embedded Systems

Monji Kherallah, Denis Barataud, Guillaume Andrieu, 2017, Int. J. Online Eng..

Hand pose estimation system based on Viola-Jones algorithm for Android devices

Mahmoud Neji, Houssem Lahiani, Monji Kherallah, 2016, 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA).

Comparison of Image Segmentation using Different Color Spaces

Monji Kherallah, Mohamed Ben Ammar, Nouha Khédiri, 2021, 2021 IEEE 21st International Conference on Communication Technology (ICCT).

A novel approach for human skin detection using convolutional neural network

Mohamed Othmani, Monji Kherallah, Khawla Ben Salah, 2021, The Visual Computer.

Diagnostic method based DL approach to detect the lack of elements from the leaves of diseased plants

Monji Kherallah, Mohamed Elleuch, Fatma Marzougui, 2021, Int. J. Hybrid Intell. Syst..

Densely connected layer to improve VGGnet-based CRNN for Arabic handwriting text line recognition

Monji Kherallah, Anis Mezghani, Zouhaira Noubigh, 2021, International Journal of Hybrid Intelligent Systems.

Contactless Heart Rate Estimation From Facial Video Using Skin Detection and Multi-resolution Analysis

Mohamed Othmani, Monji Kherallah, Khawla Ben Salah, 2021, CSRN.

A new Approach for Online Arabic Handwriting Recognition

Adel M. Alimi, Monji Kherallah, Lobna Haddad, 2009 .

A new approach for on-line visual encoding and recognition of handwriting script by using neural network system

Adel M. Alimi, Monji Kherallah, A. Alimi, 2003, ICANNGA.

Combining Shape Analysis and Texture Pattern for Palmprint Recognition

Hassen Drira, Monji Kherallah, Raouia Mokni, 2017 .

Spatiotemporal representation of 3D hand trajectory based on beta-elliptic models

Monji Kherallah, Philippe Gorce, Nasser Rezzoug, 2015, Computer methods in biomechanics and biomedical engineering.