Monji Kherallah

Orcid: 0000-0002-4549-1005

According to our database1, Monji Kherallah authored at least 117 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Arabic offline writer identification on a new version of AHTID/MW database.
Int. J. Biom., 2024

2023
Text embedding in image using an optimisation-based key generation method.
Int. J. Intell. Eng. Informatics, 2023

Recent advances of ML and DL approaches for Arabic handwriting recognition: A review.
Int. J. Hybrid Intell. Syst., 2023

Temporal residual network based multi-head attention model for arabic handwriting recognition.
Int. Arab J. Inf. Technol., 2023

Deep learning based mobilenet and multi-head attention model for facial expression recognition.
Int. Arab J. Inf. Technol., 2023

Using an Optimal then Enhanced YOLO Model for Multi-Lingual Scene Text Detection Containing the Arabic Scripts.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

A Novel Steganography Scheme Using Logistic Map, BRISK Descriptor, and K-Means Clustering.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Arabic-Latin Scene Text Detection based on YOLO Models.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Novel Approach For Scene Semantic Segmentation Using The Recurrent-Based UNET.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Improved approach for Semantic Segmentation of MBRSC aerial Imagery based on Transfer Learning and modified UNet.
Proceedings of the International Conference on Cyberworlds, 2023

Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification.
Proceedings of the 9th International Conference on Control, 2023

Multimodal Emotion Recognition System Through Three Different Channels (MER-3C).
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023

Literature Review of IoT and Blockchain Technology in Agriculture.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

Exploring the Potential of Deep Neural Networks with Gamma and Discrete Wavelet Transform in Breast Cancer Detection.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

A Deep Learning-Based Multimodal Recognition Biometric System Using Finger Vein and Finger Knuckle Print.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

2022
A novel approach for human skin detection using convolutional neural network.
Vis. Comput., 2022

New MDLSTM-based designs with data augmentation for offline Arabic handwriting recognition.
Multim. Tools Appl., 2022

DL vs. Traditional ML Algorithms to Recognize Arabic Handwriting Script: A Review.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Long Short-Term Memory Based Photoplethysmography Biometric Authentication.
Proceedings of the Advances in Computational Collective Intelligence, 2022

A New Deep Learning Fusion Approach for Emotion Recognition Based on Face and Text.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Temporal Convolution based Skip Connections for Online Arabic Handwriting Recognition.
Proceedings of the International Arab Conference on Information Technology, 2022

Enhanced MobileNet and transfer learning for facial emotion recognition.
Proceedings of the International Arab Conference on Information Technology, 2022

An Effective Personal Identification System Using Hand Dorsal Modality and Deep Learning Approach.
Proceedings of the International Arab Conference on Information Technology, 2022

An Overview on Detecting Digital Image Splicing.
Proceedings of the International Arab Conference on Information Technology, 2022

2021

Densely connected layer to improve VGGnet-based CRNN for Arabic handwriting text line recognition.
Int. J. Hybrid Intell. Syst., 2021

Diagnostic method based DL approach to detect the lack of elements from the leaves of diseased plants.
Int. J. Hybrid Intell. Syst., 2021

Comparison of Image Segmentation using Different Color Spaces.
Proceedings of the 21st International Conference on Communication Technology, 2021

2020
Improving the DBLSTM for on-line Arabic handwriting recognition.
Multim. Tools Appl., 2020

Deep-Analysis of Palmprint Representation Based on Correlation Concept for Human Biometrics Identification.
Int. J. Digit. Crime Forensics, 2020

Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning.
Proceedings of the Intelligent Systems Design and Applications, 2020

Arabic Handwritten Recognition System Using Deep Convolutional Neural Networks.
Proceedings of the Intelligent Systems Design and Applications, 2020

Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Evaluation of Data Augmentation for Detection Plant Disease.
Proceedings of the Hybrid Intelligent Systems, 2020

Transfer Learning to improve Arabic handwriting text Recognition.
Proceedings of the 21st International Arab Conference on Information Technology, 2020

A Deep CNN Approach for Plant Disease Detection.
Proceedings of the 21st International Arab Conference on Information Technology, 2020

Arabic handwriting recognition: Between handcrafted methods and deep learning techniques.
Proceedings of the 21st International Arab Conference on Information Technology, 2020

2019
Multi-language online handwriting recognition based on beta-elliptic model and hybrid TDNN-SVM classifier.
Multim. Tools Appl., 2019

Boosting of Deep Convolutional Architectures for Arabic Handwriting Recognition.
Int. J. Multim. Data Eng. Manag., 2019

ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition.
Proceedings of the Intelligent Systems Design and Applications, 2019

Maxout into MDLSTM for Offline Arabic Handwriting Recognition.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Contribution on Arabic Handwriting Recognition Using Deep Neural Network.
Proceedings of the Hybrid Intelligent Systems, 2019

Clothing Classification Using Deep CNN Architecture Based on Transfer Learning.
Proceedings of the Hybrid Intelligent Systems, 2019

Convolutional Deep Learning Network for Handwritten Arabic Script Recognition.
Proceedings of the Hybrid Intelligent Systems, 2019

Image Caption Generation Using A Deep Architecture.
Proceedings of the International Arab Conference on Information Technology, 2019

2018
RNN-LSTM based beta-elliptic model for online handwriting script identification.
Int. Arab J. Inf. Technol., 2018

Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms.
Proceedings of the Intelligent Systems Design and Applications, 2018

Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Convolutional Neural Network and BLSTM for Offline Arabic Handwriting Recognition.
Proceedings of the International Arab Conference on Information Technology, 2018

2017
Combining shape analysis and texture pattern for palmprint identification.
Multim. Tools Appl., 2017

Implementation and Validation of a new Strategy of Online Practical Works of Power Electronics for Embedded Systems.
Int. J. Online Eng., 2017

Writing type, script and language identification in heterogeneous documents.
Int. J. Intell. Syst. Technol. Appl., 2017

A novel Arabic font recognition system based on texture feature and dynamic training.
Int. J. Intell. Syst. Technol. Appl., 2017

Arabic handwritten script recognition system based on HOG and gabor features.
Int. Arab J. Inf. Technol., 2017

Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices.
Proceedings of the Intelligent Systems Design and Applications, 2017

Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices.
Proceedings of the Intelligent Systems Design and Applications, 2017

Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script.
Proceedings of the International Conference on Computational Science, 2017

Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

A survey on handwriting recognition based on the trajectory recovery technique.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines.
Int. J. Multim. Data Eng. Manag., 2016

A novel architecture of CNN based on SVM classifier for recognising Arabic handwritten script.
Int. J. Intell. Syst. Technol. Appl., 2016

Palmprint recognition through the fractal dimension estimation for texture analysis.
Int. J. Biom., 2016

Novel palmprint biometric system combining several fractal methods for texture information extraction.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A Time Delay Neural Network for Online Arabic Handwriting Recognition.
Proceedings of the Intelligent Systems Design and Applications, 2016

Biometric Palmprint identification via efficient texture features fusion.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Recognizing online Arabic handwritten characters using a deep architecture.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Window-based feature extraction framework for machine-printed/handwritten and Arabic/Latin text discrimination.
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016

A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition.
Proceedings of the International Conference on Computational Science 2016, 2016

Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Hybrid TDNN-SVM Algorithm for Online Arabic Handwriting Recognition.
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016

Vision Based Hand Gesture Recognition for Mobile Devices: A Review.
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016

Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Hand pose estimation system based on Viola-Jones algorithm for Android devices.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

Contribution on Character Modelling for Handwritten Arabic Text Recognition.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

New Strategy for Remote Practical Works in Power Electronics for Embedded Systems: Application in EOLES European Project.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

Arabic Font Recognition Based on Discret Curvelet Transform.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

A Novel Arabic Writer Identification System Using Texture Feature on Multi-resolution Levels.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

2015
Pre-processing and extraction of the ROIs steps for palmprints recognition system.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Real time hand gesture recognition system for android devices.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Recognizing Arabic Handwritten Script using Support Vector Machine classifier.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Deep Learning for Feature Extraction of Arabic Handwritten Script.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Arabic handwritten characters recognition using Deep Belief Neural Networks.
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014
Graphemes Segmentation for Arabic Online Handwriting Modeling.
J. Inf. Process. Syst., 2014

Static and dynamic features for writer identification based on multi-fractals.
Int. Arab J. Inf. Technol., 2014

A Hybrid NN/HMM Modeling Technique for Online Arabic Handwriting Recognition.
CoRR, 2014

Identification and verification system of offline handwritten signature using fractal approach.
Proceedings of the International Image Processing, 2014

2013
Online Arabic handwriting recognition: a survey.
Int. J. Document Anal. Recognit., 2013

2012
An Interactive Device for Quick Arabic News Story Browsing.
Int. J. Mob. Comput. Multim. Commun., 2012

A New Approach for Arabic Handwritten Postal Addresses Recognition
CoRR, 2012

Off-Line Features Integration for On-Line Handwriting Graphemes Modeling Improvement.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011
On-line Arabic handwriting recognition competition - ADAB database and participating systems.
Int. J. Document Anal. Recognit., 2011

Textile plant modeling using Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Systems, 2011

Online Arabic Handwriting Recognition Competition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Improvement of On-line Recognition Systems Using a RBF-Neural Network Based Writer Adaptation Module.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Combining of Off-line and On-line Feature Extraction Approaches for Writer Identification.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Multi-fractal Modeling for On-line Text-Independent Writer Identification.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
Fractal and Multi-fractal for Arabic Offline Writer Identification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Online Arabic Handwriting Modeling System Based on the Graphemes Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Fuzzy Segmentation and Graphemes Modeling for Online Arabic Handwriting Recognition.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm.
Eng. Appl. Artif. Intell., 2009

Off-line handwriting recognition system based on GA and visual encoding.
Proceedings of the International Workshop on Multilingual OCR, 2009

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

Temporal Order Recovery of the Scanned Handwriting.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Arabic Handwriting Recognition Using Restored Stroke Chronology.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

New Algorithm of Straight or Curved Baseline Detection for Short Arabic Handwritten Writing.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

ICDAR 2009 Online Arabic Handwriting Recognition Competition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
On-line handwritten digit recognition based on trajectory and velocity modeling.
Pattern Recognit. Lett., 2008

Toward an interactive device for quick news story browsing.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
New Strategy for the On-Line Handwriting Modelling.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2003
A new approach for on-line visual encoding and recognition of handwriting script by using neural network system.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003


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