Monji Kherallah
Orcid: 0000-0002-4549-1005
According to our database1,
Monji Kherallah
authored at least 130 papers
between 2003 and 2024.
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Bibliography
2024
Vision transformer based convolutional neural network for breast cancer histopathological images classification.
Multim. Tools Appl., November, 2024
Multim. Tools Appl., 2024
Vision transformer-convolution for breast cancer classification using mammography images: A comparative study.
Int. J. Hybrid Intell. Syst., 2024
Int. J. Biom., 2024
Int. Arab J. Inf. Technol., 2024
Smart Pixels: Harnessing Deep Learning and Fibonacci Decomposition for Image Ciphering.
IEEE Access, 2024
Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images Classification.
Proceedings of the Artificial Intelligence Applications and Innovations, 2024
Improvement of Satellite Image Classification Using Attention-Based Vision Transformer.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
A Novel Image Steganography Method Based on Spatial Domain with War Strategy Optimization and Reed Solomon Model.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Enhanced Brain Tumor Detection Using Integrated CNN-ViT Framework: A Novel Approach for High-Precision Medical Imaging Analysis.
Proceedings of the 10th International Conference on Control, 2024
2023
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
Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model.
Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2023
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023
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
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023
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
Vis. Comput., 2022
New MDLSTM-based designs with data augmentation for offline Arabic handwriting recognition.
Multim. Tools Appl., 2022
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
Proceedings of the Advances in Computational Collective Intelligence, 2022
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
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
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
Proceedings of the 21st International Conference on Communication Technology, 2021
2020
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
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
Proceedings of the Hybrid Intelligent Systems, 2020
Proceedings of the 21st International Arab Conference on Information Technology, 2020
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
Int. J. Multim. Data Eng. Manag., 2019
Proceedings of the Intelligent Systems Design and Applications, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Hybrid Intelligent Systems, 2019
Proceedings of the Hybrid Intelligent Systems, 2019
Proceedings of the Hybrid Intelligent Systems, 2019
Proceedings of the International Arab Conference on Information Technology, 2019
2018
Int. Arab J. Inf. Technol., 2018
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
Proceedings of the International Arab Conference on Information Technology, 2018
2017
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
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
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
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
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
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
Proceedings of the Intelligent Systems Design and Applications, 2016
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
Proceedings of the Ninth International Conference on Machine Vision, 2016
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
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016
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
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016
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
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
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015
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
Proceedings of the Computer Analysis of Images and Patterns, 2015
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015
2014
J. Inf. Process. Syst., 2014
Int. Arab J. Inf. Technol., 2014
CoRR, 2014
Identification and verification system of offline handwritten signature using fractal approach.
Proceedings of the International Image Processing, 2014
2013
Int. J. Document Anal. Recognit., 2013
2012
Int. J. Mob. Comput. Multim. Commun., 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
Proceedings of the IEEE International Conference on Systems, 2011
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
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
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
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
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
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
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
2008
Pattern Recognit. Lett., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
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