Monji Kherallah

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 94

Top Venues

ACIT

ISDA

HIS

Int. Arab J. Inf. Technol.

Publications

Mouhamed Laid Abimouloud, Khaled Bensid, Mohamed Elleuch, Oussama Aiadi, Monji Kherallah
Vision transformer-convolution for breast cancer classification using mammography images: A comparative study. Int. J. Hybrid Intell. Syst. 20 (2) (2024)
Anis Mezghani, Monji Kherallah
Arabic offline writer identification on a new version of AHTID/MW database. Int. J. Biom. 16 (1) (2024)
Nouha Khédiri, Mohamed Ben Ammar, Monji Kherallah
A Real-time Multimodal Intelligent Tutoring Emotion Recognition System (MITERS). Multim. Tools Appl. 83 (19) (2024)
Hassan Jameel Azooz, Khawla Ben Salah, Monji Kherallah, Mohamed Saber Naceur
A Novel Image Steganography Method Based on Spatial Domain with War Strategy Optimization and Reed Solomon Model. ICAART (3) (2024)
Nawel Slimani, Imen Jdey, Monji Kherallah
Improvement of Satellite Image Classification Using Attention-Based Vision Transformer. ICAART (3) (2024)
Mouhamed Laid Abimouloud, Khaled Bensid, Mohamed Elleuch, Oussama Aiadi, Monji Kherallah
Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images Classification. AIAI (1) (2024)
Nouha Khédiri, Mohamed Ben Ammar, Monji Kherallah
Multimodal Emotion Recognition System Through Three Different Channels (MER-3C). ACIVS (2023)
Hassan Jameel Azooz, Khawla Ben Salah, Monji Kherallah, Mohamed Saber Naceur
A Novel Steganography Scheme Using Logistic Map, BRISK Descriptor, and K-Means Clustering. PSIVT (2023)
Shihab A. Shawkat, Najiba Tagougui, Monji Kherallah
Text embedding in image using an optimisation-based key generation method. Int. J. Intell. Eng. Informatics 11 (3) (2023)
Houssem Turki, Mohamed Elleuch, Monji Kherallah, Alima Damak
Arabic-Latin Scene Text Detection based on YOLO Models. INISTA (2023)
Houssem Turki, Mohamed Elleuch, Monji Kherallah
Using an Optimal then Enhanced YOLO Model for Multi-Lingual Scene Text Detection Containing the Arabic Scripts. PSIVT (2023)
Ramzi Zouari, Dalila Othmen, Houcine Boubaker, Monji Kherallah
Temporal residual network based multi-head attention model for arabic handwriting recognition. Int. Arab J. Inf. Technol. 20 (3A) (2023)
Aicha Nouisser, Ramzi Zouari, Monji Kherallah
Deep learning based mobilenet and multi-head attention model for facial expression recognition. Int. Arab J. Inf. Technol. 20 (3A) (2023)
Nawel Slimani, Imen Jdey, Monji Kherallah
Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification. CoDIT (2023)
Houssem Turki, Mohamed Elleuch, Monji Kherallah
Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model. MEDI Workshops (2023)
Ohood F. Ismael, Maryim Omran ALKuzaay, Monji Kherallah, Fahmi Kammoun
Exploring the Potential of Deep Neural Networks with Gamma and Discrete Wavelet Transform in Breast Cancer Detection. ACIT (2023)
Ahmed Khlifi, Mohamed Othmani, Monji Kherallah
Novel Approach For Scene Semantic Segmentation Using The Recurrent-Based UNET. INISTA (2023)
Khawla Ben Salah, Mohamed Othmani, Selma Saida, Monji Kherallah
Improved approach for Semantic Segmentation of MBRSC aerial Imagery based on Transfer Learning and modified UNet. CW (2023)
Anis Mezghani, Rania Maalej, Mohamed Elleuch, Monji Kherallah
Recent advances of ML and DL approaches for Arabic handwriting recognition: A review. Int. J. Hybrid Intell. Syst. 19 (1) (2023)
Fatma Marzougui, Mohamed Elleuch, Monji Kherallah
Literature Review of IoT and Blockchain Technology in Agriculture. ACIT (2023)
Mouhamed Laid Abimouloud, Khaled Bensid, Monji Kherallah
A Deep Learning-Based Multimodal Recognition Biometric System Using Finger Vein and Finger Knuckle Print. ACIT (2023)
Maarouf Korichi, Aicha Korichi, Monji Kherallah
An Effective Personal Identification System Using Hand Dorsal Modality and Deep Learning Approach. ACIT (2022)
Aicha Nouisser, Ramzi Zouari, Monji Kherallah
Enhanced MobileNet and transfer learning for facial emotion recognition. ACIT (2022)
Khawla Ben Salah, Mohamed Othmani, Monji Kherallah
A novel approach for human skin detection using convolutional neural network. Vis. Comput. 38 (5) (2022)
Rania Maalej, Monji Kherallah
New MDLSTM-based designs with data augmentation for offline Arabic handwriting recognition. Multim. Tools Appl. 81 (7) (2022)
Dalila Othmen, Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Temporal Convolution based Skip Connections for Online Arabic Handwriting Recognition. ACIT (2022)
Khawla Ben Salah, Mohamed Othmani, Monji Kherallah
Long Short-Term Memory Based Photoplethysmography Biometric Authentication. ICCCI (CCIS Volume) (2022)
Anis Mezghani, Mohamed Elleuch, Monji Kherallah
DL vs. Traditional ML Algorithms to Recognize Arabic Handwriting Script: A Review. ISDA (3) (2022)
Nouha Khédiri, Mohamed Ben Ammar, Monji Kherallah
A New Deep Learning Fusion Approach for Emotion Recognition Based on Face and Text. ICCCI (2022)
Mohammed S. Khazaal, Monji Kherallah, Faiza Charfi
An Overview on Detecting Digital Image Splicing. ACIT (2022)
Nouha Khédiri, Mohamed Ben Ammar, Monji Kherallah
Comparison of Image Segmentation using Different Color Spaces. ICCT (2021)
Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
Densely connected layer to improve VGGnet-based CRNN for Arabic handwriting text line recognition. Int. J. Hybrid Intell. Syst. 17 (3-4) (2021)
Mohamed Elleuch, Fatma Marzougui, Monji Kherallah
Diagnostic method based DL approach to detect the lack of elements from the leaves of diseased plants. Int. J. Hybrid Intell. Syst. 17 (1-2) (2021)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory. ICONIP (4) (2020)
Rania Maalej, Monji Kherallah
Improving the DBLSTM for on-line Arabic handwriting recognition. Multim. Tools Appl. 79 (25-26) (2020)
Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning. ISDA (2020)
Fatma Marzougui, Mohamed Elleuch, Monji Kherallah
A Deep CNN Approach for Plant Disease Detection. ACIT (2020)
Fatma Marzougui, Mohamed Elleuch, Monji Kherallah
Evaluation of Data Augmentation for Detection Plant Disease. HIS (2020)
Safa Jraba, Mohamed Elleuch, Monji Kherallah
Arabic Handwritten Recognition System Using Deep Convolutional Neural Networks. ISDA (2020)
Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
Transfer Learning to improve Arabic handwriting text Recognition. ACIT (2020)
Raouia Mokni, Hassen Drira, Monji Kherallah
Deep-Analysis of Palmprint Representation Based on Correlation Concept for Human Biometrics Identification. Int. J. Digit. Crime Forensics 12 (2) (2020)
Aicha Korichi, Sihem Slatnia, Oussama Aiadi, Najiba Tagougui, Monji Kherallah
Arabic handwriting recognition: Between handcrafted methods and deep learning techniques. ACIT (2020)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Multi-language online handwriting recognition based on beta-elliptic model and hybrid TDNN-SVM classifier. Multim. Tools Appl. 78 (9) (2019)
Mohamed Elleuch, Anis Mezghani, Mariem Khemakhem, Monji Kherallah
Clothing Classification Using Deep CNN Architecture Based on Transfer Learning. HIS (2019)
Mohamed Elleuch, Monji Kherallah
Convolutional Deep Learning Network for Handwritten Arabic Script Recognition. HIS (2019)
Rania Maalej, Monji Kherallah
Maxout into MDLSTM for Offline Arabic Handwriting Recognition. ICONIP (3) (2019)
Mohamed Elleuch, Monji Kherallah
Boosting of Deep Convolutional Architectures for Arabic Handwriting Recognition. Int. J. Multim. Data Eng. Manag. 10 (4) (2019)
Rania Maalej, Monji Kherallah
ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition. ISDA (2019)
Ansar Hani, Najiba Tagougui, Monji Kherallah
Image Caption Generation Using A Deep Architecture. ACIT (2019)
Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
Contribution on Arabic Handwriting Recognition Using Deep Neural Network. HIS (2019)
Raouia Mokni, Monji Kherallah
Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms. ISDA (2) (2018)
Mohamed Elleuch, Adel M. Alimi, Monji Kherallah
Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System. IJCNN (2018)
Rania Maalej, Monji Kherallah
Convolutional Neural Network and BLSTM for Offline Arabic Handwriting Recognition. ACIT (2018)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
RNN-LSTM based beta-elliptic model for online handwriting script identification. Int. Arab J. Inf. Technol. 15 (3A) (2018)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition. ICANN (2) (2017)
Anis Mezghani, Fouad Slimane, Monji Kherallah
Writing type, script and language identification in heterogeneous documents. Int. J. Intell. Syst. Technol. Appl. 16 (3) (2017)
Raouia Mokni, Anis Mezghani, Hassen Drira, Monji Kherallah
Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition. PSIVT (2017)
Houssem Lahiani, Monji Kherallah, Mahmoud Neji
Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices. ISDA (2017)
Mohamed Elleuch, Ansar Hani, Monji Kherallah
Arabic handwritten script recognition system based on HOG and gabor features. Int. Arab J. Inf. Technol. 14 (4A) (2017)
Faten Kallel Jaiem, Monji Kherallah
A novel Arabic font recognition system based on texture feature and dynamic training. Int. J. Intell. Syst. Technol. Appl. 16 (4) (2017)
Raouia Mokni, Hassen Drira, Monji Kherallah
Combining shape analysis and texture pattern for palmprint identification. Multim. Tools Appl. 76 (22) (2017)
Houssem Lahiani, Monji Kherallah, Mahmoud Neji
Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices. ISDA (2017)
Mohamed Elleuch, Najiba Tagougui, Monji Kherallah
Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script. ICCS (2017)
Abdessamad Malaoui, Monji Kherallah, Lila Ghomri, Raoufi Mustapha, Guillaume Andrieu, Thomas Fredon, Denis Barataud
Implementation and Validation of a new Strategy of Online Practical Works of Power Electronics for Embedded Systems. Int. J. Online Eng. 13 (4) (2017)
Raouia Mokni, Hassen Drira, Monji Kherallah
Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System. AICCSA (2017)
Zouhaira Noubigh, Monji Kherallah
A survey on handwriting recognition based on the trajectory recovery technique. ASAR (2017)
Mohamed Elleuch, Ramzi Zouari, Monji Kherallah
Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System. ICANN (2) (2016)
Faten Kallel Jaiem, Anis Mezghani, Slim Kanoun, Monji Kherallah
Arabic Font Recognition Based on Discret Curvelet Transform. AECIA (2016)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
A Time Delay Neural Network for Online Arabic Handwriting Recognition. ISDA (2016)
Anis Mezghani, Fouad Slimane, Slim Kanoun, Monji Kherallah
Window-based feature extraction framework for machine-printed/handwritten and Arabic/Latin text discrimination. ICCP (2016)
Raouia Mokni, Monji Kherallah
Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers. ICANN (2) (2016)
Raouia Mokni, Monji Kherallah
Palmprint recognition through the fractal dimension estimation for texture analysis. Int. J. Biom. 8 (3/4) (2016)
Rania Maalej, Monji Kherallah
Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions. ICANN (2) (2016)
Mohamed Elleuch, Najiba Tagougui, Monji Kherallah
A novel architecture of CNN based on SVM classifier for recognising Arabic handwritten script. Int. J. Intell. Syst. Technol. Appl. 15 (4) (2016)
Najiba Tagougui, Monji Kherallah
Recognizing online Arabic handwritten characters using a deep architecture. ICMV (2016)
Mohamed Elleuch, Raouia Mokni, Monji Kherallah
Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs. IJCNN (2016)
Raouia Mokni, Mohamed Elleuch, Monji Kherallah
Biometric Palmprint identification via efficient texture features fusion. IJCNN (2016)
Mohamed Elleuch, Rania Maalej, Monji Kherallah
A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition. ICCS (2016)
Houssem Lahiani, Monji Kherallah, Mahmoud Neji
Hand pose estimation system based on Viola-Jones algorithm for Android devices. AICCSA (2016)
Abdessamad Malaoui, Monji Kherallah, Lila Ghomri, Guillaume Andrieu, Thomas Fredon, Denis Barataud
New Strategy for Remote Practical Works in Power Electronics for Embedded Systems: Application in EOLES European Project. AECIA (2016)
Raouia Mokni, Monji Kherallah
Novel palmprint biometric system combining several fractal methods for texture information extraction. SMC (2016)
Mohamed Elleuch, Monji Kherallah
An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines. Int. J. Multim. Data Eng. Manag. 7 (2) (2016)
Rania Maalej, Najiba Tagougui, Monji Kherallah
Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks. DAS (2016)
Faten Kallel Jaiem, Anis Mezghani, Slim Kanoun, Monji Kherallah
A Novel Arabic Writer Identification System Using Texture Feature on Multi-resolution Levels. AECIA (2016)
Anis Mezghani, Faten Kallel Jaiem, Slim Kanoun, Monji Kherallah
Contribution on Character Modelling for Handwritten Arabic Text Recognition. AECIA (2016)
Houssem Lahiani, Monji Kherallah, Mahmoud Neji
Vision Based Hand Gesture Recognition for Mobile Devices: A Review. HIS (2016)
Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Hybrid TDNN-SVM Algorithm for Online Arabic Handwriting Recognition. HIS (2016)
Rania Maalej, Najiba Tagougui, Monji Kherallah
Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM. ICIAR (2016)
Mohamed Elleuch, Najiba Tagougui, Monji Kherallah
Deep Learning for Feature Extraction of Arabic Handwritten Script. CAIP (2) (2015)
Mohamed Elleuch, Najiba Tagougui, Monji Kherallah
Arabic handwritten characters recognition using Deep Belief Neural Networks. SSD (2015)
Mohamed Elleuch, Houssem Lahiani, Monji Kherallah
Recognizing Arabic Handwritten Script using Support Vector Machine classifier. ISDA (2015)
Houssem Lahiani, Mohamed Elleuch, Monji Kherallah
Real time hand gesture recognition system for android devices. ISDA (2015)
Raouia Mokni, Ramzi Zouari, Monji Kherallah
Pre-processing and extraction of the ROIs steps for palmprints recognition system. ISDA (2015)
Mohamed Elleuch, Najiba Tagougui, Monji Kherallah
Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures. ICONIP (1) (2015)
Ramzi Zouari, Raouia Mokni, Monji Kherallah
Identification and verification system of offline handwritten signature using fractal approach. IPAS (2014)
Aymen Chaabouni, Houcine Boubaker, Monji Kherallah, Haikal El Abed, Adel M. Alimi
Static and dynamic features for writer identification based on multi-fractals. Int. Arab J. Inf. Technol. 11 (4) (2014)
Houcine Boubaker, Najiba Tagougui, Haikal El Abed, Monji Kherallah, Adel M. Alimi
Graphemes Segmentation for Arabic Online Handwriting Modeling. J. Inf. Process. Syst. 10 (4) (2014)
Najiba Tagougui, Houcine Boubaker, Monji Kherallah, Adel M. Alimi
A Hybrid NN/HMM Modeling Technique for Online Arabic Handwriting Recognition. CoRR (2014)
Najiba Tagougui, Monji Kherallah, Adel M. Alimi
Online Arabic handwriting recognition: a survey. Int. J. Document Anal. Recognit. 16 (3) (2013)
Houcine Boubaker, Aymen Chaabouni, Najiba Tagougui, Monji Kherallah, Adel M. Alimi, Haikal El Abed
Off-Line Features Integration for On-Line Handwriting Graphemes Modeling Improvement. ICFHR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Monji Kherallah