Toward human-level understanding: a systematic review of vision-language models for image captioning.

Monji Kherallah https://orcid.org/0000-0002-4549-1005 https://www.wikidata.org/entity/Q85270119

Ansar Hani Najiba Tagougui Monji Kherallah Toward human-level understanding: a systematic review of vision-language models for image captioning. 81-97 2026 23 Int. Arab J. Inf. Technol. 1 https://doi.org/10.34028/iajit/23/1/8 db/journals/iajit/iajit23.html#HaniTK26

Khaled M. Hassen Wane Sawsen Guendouz Nessrine Touahar Khaled Bensid Mouhamed Laid Abimouloud Monji Kherallah Optimizing Vision Transformers for Brain Tumor Diagnosis from MRI Images. 2633-2639 2026 ICAART (3) conf/icaart/2026-3 db/conf/icaart/icaart2026-3.html#WaneGTBAK26

Houssem Turki Mohamed Elleuch Monji Kherallah Alima Damak Scene text detection using robust masks and cascaded classifiers. 255-266 2025 28 Int. J. Comput. Sci. Eng. 3 https://doi.org/10.1504/IJCSE.2025.146076 db/journals/ijcse/ijcse28.html#TurkiEKD25 streams/journals/ijcse

Ohood Fadhil Ismael Maryim Imran Mousa Al-Khuzaie Monji Kherallah Fahmi Kammoun DeepWolfNet Model: Enhancing Medical Disease Diagnosis Using Gray Wolf Technology and Deep Neural Networks. 61-78 2025 21 Int. J. Online Biomed. Eng. 4 https://doi.org/10.3991/ijoe.v21i04.53811 db/journals/ijoe/ijoe21.html#IsmaelAKK25 streams/journals/ijoe

Ali Atshan Abdulredah Mohammed A. Fadhel Laith Alzubaidi Ye Duan Monji Kherallah Faiza Charfi Towards unbiased skin cancer classification using deep feature fusion. 48 2025 December 25 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-025-02889-w db/journals/midm/midm25.html#AbdulredahFADKC25 streams/journals/midm

Khawla Ben Salah Mohamed Othmani Jihen Fourati Monji Kherallah Advancing spatial mapping for satellite image road segmentation with multi-head attention. 2079-2089 2025 March 41 Vis. Comput. 4 https://doi.org/10.1007/s00371-024-03431-1 db/journals/vc/vc41.html#SalahOFK25 streams/journals/vc

Mouhamed Laid Abimouloud Khaled Bensid Mohamed Elleuch Mohamed Ben Ammar Monji Kherallah Advancing breast cancer diagnosis: token vision transformers for faster and accurate classification of histopathology images. 1 2025 December 8 Vis. Comput. Ind. Biomed. Art 1 https://doi.org/10.1186/s42492-024-00181-8 db/journals/vciba/vciba8.html#AbimouloudBEAK25 streams/journals/vciba

Mohammed S. Khazaal Mohamed Elleuch Anmar Afair Monji Kherallah Faiza Charfi Detection of Video Forgery Based on Depth-Wise Convolution Neural Network. 43-54 2025 AIAI (1) https://doi.org/10.1007/978-3-031-96239-4_4 conf/aiai/2025-1 db/conf/aiai/aiai2025-1.html#KhazaalEAKC25 Aicha Nouisser Nouha Khédiri Monji Kherallah Faiza Charfi Bi-modal Image-Text Fusion for Sentiment Analysis. 437-448 2025 AIAI (1) https://doi.org/10.1007/978-3-031-96239-4_32 conf/aiai/2025-1 db/conf/aiai/aiai2025-1.html#NouisserKKC25 Safa Jraba Mohamed Elleuch Hela Ltifi Monji Kherallah Towards Interpretable Deep Learning for Early Alzheimer's Diagnosis: An Improved YOLOv8 Framework with Grad-CAM Validation. ICAART (Revised Selected Papers 3) 2025 351-372 conf/icaart/2025-r3 https://doi.org/10.1007/978-3-032-25035-3_17 db/conf/icaart/icaart2025-r3.html#JrabaELK25b streams/conf/icaart Houssem Turki Mohamed Elleuch Monji Kherallah A Refined Multilingual Scene Text Detector Based on YOLOv7. 512-519 2025 ICAART (3) https://doi.org/10.5220/0013157100003890 conf/icaart/2025-3 db/conf/icaart/icaart2025-3.html#TurkiEK25 Lyth Khaled Al-Shbeilat Anis Mezghani Monji Kherallah Faiza Charfi Leveraging Machine Learning in American Sign Language Recognition. 654-661 2025 ICAART (3) conf/icaart/2025-3 db/conf/icaart/icaart2025-3.html#Al-ShbeilatMKC25 Aicha Nouisser Nouha Khédiri Monji Kherallah Faiza Charfi ATFSC: Audio-Text Fusion for Sentiment Classification. 750-757 2025 ICAART (3) https://doi.org/10.5220/0013178300003890 conf/icaart/2025-3 db/conf/icaart/icaart2025-3.html#NouisserKKC25 Sonia Slimen Anis Mezghani Monji Kherallah Faiza Charfi A Survey of Advanced Classification and Feature Extraction Techniques Across Various Autism Data Sources. 849-860 2025 ICAART (2) https://doi.org/10.5220/0013379600003890 conf/icaart/2025-2 db/conf/icaart/icaart2025-2.html#SlimenMKC25 Safa Jraba Mohamed Elleuch Hela Ltifi Monji Kherallah Enhanced YOLOv8 Framework for Early Detection of Alzheimer's Disease Using MRI Scans. 1229-1237 2025 ICAART (3) https://doi.org/10.5220/0013315300003890 conf/icaart/2025-3 db/conf/icaart/icaart2025-3.html#JrabaELK25 Safa Jraba Mohamed Elleuch Hela Ltifi Monji Kherallah Comparative Analysis of CNNs and Vision Transformer Models for Brain Tumor Detection. 1432-1439 2025 ICAART (3) https://doi.org/10.5220/0013381900003890 conf/icaart/2025-3 db/conf/icaart/icaart2025-3.html#JrabaELK25a Fatma Marzougui Mohamed Elleuch Monji Kherallah An Overview of Blockchain-Enabled Federated Learning Architectures for Agricultural Applications. 3123-3132 2025 KES https://doi.org/10.1016/j.procs.2025.09.437 conf/kes/2025 db/conf/kes/kes2025.html#MarzouguiEK25 Safa Jraba Mohamed Elleuch Hela Ltifi Monji Kherallah A Federated Multi-Model DL Framework for Early Alzheimer's Disease Prediction with Preserving and Explainability Features. 3963-3972 2025 KES https://doi.org/10.1016/j.procs.2025.09.521 conf/kes/2025 db/conf/kes/kes2025.html#JrabaELK25

Yasmine M. Khazaal Ali Douik Monji Kherallah Smart Pixels: Harnessing Deep Learning and Fibonacci Decomposition for Image Ciphering. 130723-130735 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3432786 db/journals/access/access12.html#KhazaalDK24 streams/journals/access

Houssem Turki Mohamed Elleuch Kamal M. Othman Monji Kherallah Arabic text detection on traffic panels in natural scenes. 571-588 2024 21 Int. Arab J. Inf. Technol. 4 https://doi.org/10.34028/iajit/21/4/3 db/journals/iajit/iajit21.html#TurkiEOK24

Anis Mezghani Monji Kherallah Arabic offline writer identification on a new version of AHTID/MW database. 1-15 2024 16 Int. J. Biom. 1 https://doi.org/10.1504/IJBM.2024.135164 db/journals/ijbm/ijbm16.html#MezghaniK24

Mouhamed Laid Abimouloud Khaled Bensid Mohamed Elleuch Oussama Aiadi Monji Kherallah Vision transformer-convolution for breast cancer classification using mammography images: A comparative study. 67-83 2024 20 Int. J. Hybrid Intell. Syst. 2 https://doi.org/10.3233/HIS-240002 db/journals/ijhis/ijhis20.html#AbimouloudBEAK24

Salwa Gasmi Anis Mezghani Monji Kherallah SMOTE for enhancing Tunisian Hate Speech detection on social media with machine learning. 355-368 2024 20 Int. J. Hybrid Intell. Syst. 4 https://doi.org/10.3233/HIS-240012 db/journals/ijhis/ijhis20.html#GasmiMK24 streams/journals/ijhis

Anis Mezghani Mohamed Elleuch Salwa Gasmi Monji Kherallah Toward Arabic social networks unmasking toxicity using machine learning and deep learning models. 260-280 2024 22 Int. J. Intell. Syst. Technol. Appl. 3 https://doi.org/10.1504/IJISTA.2024.140948 db/journals/ijista/ijista22.html#MezghaniEGK24 streams/journals/ijista

Nouha Khédiri Mohamed Ben Ammar Monji Kherallah A Real-time Multimodal Intelligent Tutoring Emotion Recognition System (MITERS). 57759-57783 2024 83 Multim. Tools Appl. 19 https://doi.org/10.1007/s11042-023-16424-4 db/journals/mta/mta83.html#KhediriAK24

Mouhamed Laid Abimouloud Khaled Bensid Mohamed Elleuch Mohamed Ben Ammar Monji Kherallah Vision transformer based convolutional neural network for breast cancer histopathological images classification. 86833-86868 2024 November 83 Multim. Tools Appl. 39 https://doi.org/10.1007/s11042-024-19667-x db/journals/mta/mta83.html#AbimouloudBEAK24 streams/journals/mta

Mouhamed Laid Abimouloud Khaled Bensid Mohamed Elleuch Oussama Aiadi Monji Kherallah Leveraging Knowledge Distillation in Vision Transformers for Binary Classification of Kidney Tumors from CT Radiography Images. 1-7 2024 ACIT https://doi.org/10.1109/ACIT62805.2024.10877056 conf/acit3/2024 db/conf/acit3/acit2024.html#AbimouloudBEAK24 Sanabil A. Mahmood Naktal Moaid Edan Monji Kherallah Improving WebRTC Quality-of-Service Using SDN and a Load Balancing Strategy. 1-9 2024 ACIT https://doi.org/10.1109/ACIT62805.2024.10877267 conf/acit3/2024 db/conf/acit3/acit2024.html#MahmoodEK24 Safa Jraba Mohamed Elleuch Hela Ltifi Monji Kherallah Enhanced Brain Tumor Detection Using Integrated CNN-ViT Framework: A Novel Approach for High-Precision Medical Imaging Analysis. 2120-2125 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708482 conf/codit/2024 db/conf/codit/codit2024.html#JrabaELK24 streams/conf/codit Nawel Slimani Imen Jdey Monji Kherallah Improvement of Satellite Image Classification Using Attention-Based Vision Transformer. 80-87 2024 ICAART (3) https://doi.org/10.5220/0012298400003636 conf/icaart/2024-3 db/conf/icaart/icaart2024-3.html#SlimaniJK24 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. 548-557 2024 ICAART (3) https://doi.org/10.5220/0012366800003636 conf/icaart/2024-3 db/conf/icaart/icaart2024-3.html#AzoozSKN24 Mouhamed Laid Abimouloud Khaled Bensid Mohamed Elleuch Oussama Aiadi Monji Kherallah Vision Transformer Based Tokenization for Enhanced Breast Cancer Histopathological Images Classification. 255-267 2024 AIAI (1) https://doi.org/10.1007/978-3-031-63211-2_20 conf/ifip12/2024aiai1 db/conf/ifip12/aiai2024-1.html#AbimouloudBEAK24

Ramzi Zouari Dalila Othmen Houcine Boubaker Monji Kherallah Temporal residual network based multi-head attention model for arabic handwriting recognition. 469-476 2023 20 Int. Arab J. Inf. Technol. 3A https://doi.org/10.34028/iajit/20/3A/4 db/journals/iajit/iajit20.html#ZouariOBK23

Aicha Nouisser Ramzi Zouari Monji Kherallah Deep learning based mobilenet and multi-head attention model for facial expression recognition. 485-491 2023 20 Int. Arab J. Inf. Technol. 3A https://doi.org/10.34028/iajit/20/3A/6 db/journals/iajit/iajit20.html#NouisserZK23

Anis Mezghani Rania Maalej Mohamed Elleuch Monji Kherallah Recent advances of ML and DL approaches for Arabic handwriting recognition: A review. 61-78 2023 19 Int. J. Hybrid Intell. Syst. 1-2 https://doi.org/10.3233/HIS-230005 db/journals/ijhis/ijhis19.html#MezghaniMEK23

Shihab A. Shawkat Najiba Tagougui Monji Kherallah Text embedding in image using an optimisation-based key generation method. 229-254 2023 11 Int. J. Intell. Eng. Informatics 3 https://doi.org/10.1504/IJIEI.2023.133072 db/journals/ijiei/ijiei11.html#ShawkatTK23

Mouhamed Laid Abimouloud Khaled Bensid Monji Kherallah A Deep Learning-Based Multimodal Recognition Biometric System Using Finger Vein and Finger Knuckle Print. 1-8 2023 ACIT https://doi.org/10.1109/ACIT58888.2023.10453891 conf/acit3/2023 db/conf/acit3/acit2023.html#AbimouloudBK23 Ohood Fadhi 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. 1-8 2023 ACIT https://doi.org/10.1109/ACIT58888.2023.10453832 conf/acit3/2023 db/conf/acit3/acit2023.html#IsmaelAKK23 Fatma Marzougui Mohamed Elleuch Monji Kherallah Literature Review of IoT and Blockchain Technology in Agriculture. 1-8 2023 ACIT https://doi.org/10.1109/ACIT58888.2023.10453873 conf/acit3/2023 db/conf/acit3/acit2023.html#MarzouguiEK23 Nouha Khédiri Mohamed Ben Ammar Monji Kherallah Multimodal Emotion Recognition System Through Three Different Channels (MER-3C). 196-208 2023 ACIVS https://doi.org/10.1007/978-3-031-45382-3_17 conf/acivs/2023 db/conf/acivs/acivs2023.html#KhediriAK23 Nawel Slimani Imen Jdey Monji Kherallah Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification. 185-189 2023 CoDIT https://doi.org/10.1109/CoDIT58514.2023.10284383 conf/codit/2023 db/conf/codit/codit2023.html#SlimaniJK23 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. 46-53 2023 CW https://doi.org/10.1109/CW58918.2023.00017 conf/cw/2023 db/conf/cw/cw2023.html#SalahOSK23 Fatma Marzougui Mohamed Elleuch Monji Kherallah Literature Survey of Emerging Technologies IoT and Blockchain in Digital Agriculture. 30-39 2023 HIS (3) https://doi.org/10.1007/978-3-031-78928-1_4 conf/his/2023-3 db/conf/his/his2023-3.html#MarzouguiEK23 Sonia Slimen Anis Mezghani Monji Kherallah Skin Cancer Detection and Classification Using CNN and SVM. 129-138 2023 HIS (1) https://doi.org/10.1007/978-3-031-78922-9_13 conf/his/2023-1 db/conf/his/his2023-1.html#SlimenMK23 Ahmed Khlifi Mohamed Othmani Monji Kherallah Novel Approach For Scene Semantic Segmentation Using The Recurrent-Based UNET. 1-6 2023 INISTA https://doi.org/10.1109/INISTA59065.2023.10310551 conf/inista/2023 db/conf/inista/inista2023.html#KhlifiOK23 Houssem Turki Mohamed Elleuch Monji Kherallah Alima Damak Arabic-Latin Scene Text Detection based on YOLO Models. 1-6 2023 INISTA https://doi.org/10.1109/INISTA59065.2023.10310530 conf/inista/2023 db/conf/inista/inista2023.html#TurkiEKD23 Houssem Turki Mohamed Elleuch Monji Kherallah Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model. 47-61 2023 MEDI Workshops https://doi.org/10.1007/978-3-031-55729-3_5 conf/medi/2023w db/conf/medi/medi2023w.html#TurkiEK23 Hassan Jameel Azooz Khawla Ben Salah Monji Kherallah Mohamed Saber Naceur A Novel Steganography Scheme Using Logistic Map, BRISK Descriptor, and K-Means Clustering. 366-379 2023 PSIVT https://doi.org/10.1007/978-981-97-0376-0_28 conf/psivt/2023 db/conf/psivt/psivt2023.html#AzoozSKN23 Houssem Turki Mohamed Elleuch Monji Kherallah Using an Optimal then Enhanced YOLO Model for Multi-Lingual Scene Text Detection Containing the Arabic Scripts. 451-464 2023 PSIVT https://doi.org/10.1007/978-981-97-0376-0_34 conf/psivt/2023 db/conf/psivt/psivt2023.html#TurkiEK23 Houssem Turki Mohamed Elleuch Monji Kherallah Syphax Traffic Panels (STP) Dataset. 2023 December https://doi.org/10.21227/5zd9-pe55 IEEE DataPort streams/repo/ieeedataport Houssem Turki Mohamed Elleuch Monji Kherallah SYPHAXAR Dataset. 2023 September https://doi.org/10.21227/dpsa-q406 IEEE DataPort streams/repo/ieeedataport Houssem Turki Mohamed Elleuch Monji Kherallah SYPHAX Dataset. 2023 June https://doi.org/10.21227/ydqd-2443 IEEE DataPort streams/repo/ieeedataport

Rania Maalej Monji Kherallah New MDLSTM-based designs with data augmentation for offline Arabic handwriting recognition. 10243-10260 2022 81 Multim. Tools Appl. 7 https://doi.org/10.1007/s11042-022-12339-8 db/journals/mta/mta81.html#MaalejK22

Khawla Ben Salah Mohamed Othmani Monji Kherallah A novel approach for human skin detection using convolutional neural network. 1833-1843 2022 38 Vis. Comput. 5 https://doi.org/10.1007/s00371-021-02108-3 db/journals/vc/vc38.html#SalahOK22

Mohammed S. Khazaal Monji Kherallah Faiza Charfi An Overview on Detecting Digital Image Splicing. 1-4 2022 ACIT https://doi.org/10.1109/ACIT57182.2022.9994194 conf/acit3/2022 db/conf/acit3/acit2022.html#KhazaalKC22 Maarouf Korichi Aicha Korichi Monji Kherallah An Effective Personal Identification System Using Hand Dorsal Modality and Deep Learning Approach. 1-6 2022 ACIT https://doi.org/10.1109/ACIT57182.2022.9994217 conf/acit3/2022 db/conf/acit3/acit2022.html#KorichiKK22 Aicha Nouisser Ramzi Zouari Monji Kherallah Enhanced MobileNet and transfer learning for facial emotion recognition. 1-5 2022 ACIT https://doi.org/10.1109/ACIT57182.2022.9994192 conf/acit3/2022 db/conf/acit3/acit2022.html#NouisserZK22 Dalila Othmen Ramzi Zouari Houcine Boubaker Monji Kherallah Temporal Convolution based Skip Connections for Online Arabic Handwriting Recognition. 1-5 2022 ACIT https://doi.org/10.1109/ACIT57182.2022.9994095 conf/acit3/2022 db/conf/acit3/acit2022.html#OthmenZBK22 Imen Mohamed Ben Ahmed Rania Maalej Monji Kherallah MobileNet-Based Model for Histopathological Breast Cancer Image Classification. 636-643 2022 HIS https://doi.org/10.1007/978-3-031-27409-1_58 conf/his/2022 db/conf/his/his2022.html#AhmedMK22 Nouha Khédiri Mohamed Ben Ammar Monji Kherallah A New Deep Learning Fusion Approach for Emotion Recognition Based on Face and Text. 75-81 2022 ICCCI https://doi.org/10.1007/978-3-031-16014-1_7 conf/iccci/2022 db/conf/iccci/iccci2022.html#KhediriAK22 Khawla Ben Salah Mohamed Othmani Monji Kherallah Long Short-Term Memory Based Photoplethysmography Biometric Authentication. 554-563 2022 ICCCI (CCIS Volume) https://doi.org/10.1007/978-3-031-16210-7_45 conf/iccci/2022ccis db/conf/iccci/iccci2022ccis.html#SalahOK22 Anis Mezghani Mohamed Elleuch Monji Kherallah DL vs. Traditional ML Algorithms to Recognize Arabic Handwriting Script: A Review. 404-414 2022 ISDA (3) https://doi.org/10.1007/978-3-031-35501-1_41 conf/isda/2022-3 db/conf/isda/isda2022-3.html#MezghaniEK22

Mohamed Elleuch Fatma Marzougui Monji Kherallah Diagnostic method based DL approach to detect the lack of elements from the leaves of diseased plants. 33-42 2021 17 Int. J. Hybrid Intell. Syst. 1-2 https://doi.org/10.3233/HIS-210002 db/journals/ijhis/ijhis17.html#ElleuchMK21

Zouhaira Noubigh Anis Mezghani Monji Kherallah Densely connected layer to improve VGGnet-based CRNN for Arabic handwriting text line recognition. 113-127 2021 17 Int. J. Hybrid Intell. Syst. 3-4 https://doi.org/10.3233/HIS-210009 db/journals/ijhis/ijhis17.html#NoubighMK21

Nouha Khédiri Mohamed Ben Ammar Monji Kherallah Comparison of Image Segmentation using Different Color Spaces. 1188-1192 2021 ICCT https://doi.org/10.1109/ICCT52962.2021.9658094 conf/icct/2021 db/conf/icct/icct2021.html#KhediriAK21 Houcine Boubaker Abdelkarim Elbaati Najiba Tagougui Haikal El Abed Monji Kherallah Volker Märgner Adel M. Alimi ADAB database. 2021 January https://doi.org/10.21227/wpf8-dk19 IEEE DataPort streams/repo/ieeedataport

Raouia Mokni Hassen Drira Monji Kherallah Deep-Analysis of Palmprint Representation Based on Correlation Concept for Human Biometrics Identification. 40-58 2020 12 Int. J. Digit. Crime Forensics 2 https://doi.org/10.4018/IJDCF.2020040103 db/journals/ijdcf/ijdcf12.html#MokniDK20

Rania Maalej Monji Kherallah Improving the DBLSTM for on-line Arabic handwriting recognition. 17969-17990 2020 79 Multim. Tools Appl. 25-26 https://doi.org/10.1007/s11042-020-08740-w db/journals/mta/mta79.html#MaalejK20

Aicha Korichi Sihem Slatnia Oussama Aiadi Najiba Tagougui Monji Kherallah Arabic handwriting recognition: Between handcrafted methods and deep learning techniques. 1-6 2020 ACIT https://doi.org/10.1109/ACIT50332.2020.9300121 conf/acit3/2020 db/conf/acit3/acit2020.html#KorichiSATK20 Fatma Marzougui Mohamed Elleuch Monji Kherallah A Deep CNN Approach for Plant Disease Detection. 1-6 2020 ACIT https://doi.org/10.1109/ACIT50332.2020.9300072 conf/acit3/2020 db/conf/acit3/acit2020.html#MarzouguiEK20 Zouhaira Noubigh Anis Mezghani Monji Kherallah Transfer Learning to improve Arabic handwriting text Recognition. 1-6 2020 ACIT https://doi.org/10.1109/ACIT50332.2020.9300105 conf/acit3/2020 db/conf/acit3/acit2020.html#NoubighMK20 Fatma Marzougui Mohamed Elleuch Monji Kherallah Evaluation of Data Augmentation for Detection Plant Disease. 464-472 2020 HIS https://doi.org/10.1007/978-3-030-73050-5_47 conf/his/2020 db/conf/his/his2020.html#MarzouguiEK20 Ramzi Zouari Houcine Boubaker Monji Kherallah Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory. 562-570 2020 ICONIP (4) https://doi.org/10.1007/978-3-030-63820-7_64 conf/iconip/2020-4 db/conf/iconip/iconip2020-4.html#ZouariBK20 Zouhaira Noubigh Anis Mezghani Monji Kherallah Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning. 92-106 2020 ISDA https://doi.org/10.1007/978-3-030-71187-0_9 conf/isda/2020 db/conf/isda/isda2020.html#NoubighMK20 Safa Jraba Mohamed Elleuch Monji Kherallah Arabic Handwritten Recognition System Using Deep Convolutional Neural Networks. 610-620 2020 ISDA https://doi.org/10.1007/978-3-030-71187-0_56 conf/isda/2020 db/conf/isda/isda2020.html#JrabaEK20

Mohamed Elleuch Monji Kherallah Boosting of Deep Convolutional Architectures for Arabic Handwriting Recognition. 26-45 2019 10 Int. J. Multim. Data Eng. Manag. 4 https://doi.org/10.4018/IJMDEM.2019100102 https://www.wikidata.org/entity/Q126579634 db/journals/ijmdem/ijmdem10.html#ElleuchK19

Ramzi Zouari Houcine Boubaker Monji Kherallah Multi-language online handwriting recognition based on beta-elliptic model and hybrid TDNN-SVM classifier. 12103-12123 2019 78 Multim. Tools Appl. 9 https://doi.org/10.1007/s11042-018-6764-0 https://www.wikidata.org/entity/Q129088743 db/journals/mta/mta78.html#ZouariBK19

Ansar Hani Najiba Tagougui Monji Kherallah Image Caption Generation Using A Deep Architecture. 246-251 2019 ACIT https://doi.org/10.1109/ACIT47987.2019.8990998 conf/acit3/2019 db/conf/acit3/acit2019.html#HaniTK19 Mohamed Elleuch Monji Kherallah Convolutional Deep Learning Network for Handwritten Arabic Script Recognition. 103-112 2019 HIS https://doi.org/10.1007/978-3-030-49336-3_11 conf/his/2019 db/conf/his/his2019.html#ElleuchK19 Zouhaira Noubigh Anis Mezghani Monji Kherallah Contribution on Arabic Handwriting Recognition Using Deep Neural Network. 123-133 2019 HIS https://doi.org/10.1007/978-3-030-49336-3_13 conf/his/2019 db/conf/his/his2019.html#NoubighMK19 Mohamed Elleuch Anis Mezghani Mariem Khemakhem Monji Kherallah Clothing Classification Using Deep CNN Architecture Based on Transfer Learning. 240-248 2019 HIS https://doi.org/10.1007/978-3-030-49336-3_24 conf/his/2019 db/conf/his/his2019.html#ElleuchMKK19 Rania Maalej Monji Kherallah Maxout into MDLSTM for Offline Arabic Handwriting Recognition. 534-545 2019 ICONIP (3) https://doi.org/10.1007/978-3-030-36718-3_45 conf/iconip/2019-3 db/conf/iconip/iconip2019-3.html#MaalejK19 Rania Maalej Monji Kherallah ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition. 386-395 2019 ISDA https://doi.org/10.1007/978-3-030-49342-4_37 conf/isda/2019 db/conf/isda/isda2019.html#MaalejK19

Ramzi Zouari Houcine Boubaker Monji Kherallah RNN-LSTM based beta-elliptic model for online handwriting script identification. 532-539 2018 15 Int. Arab J. Inf. Technol. 3A http://iajit.org/index.php?option=com_content&task=blogcategory&id=139&Itemid=456 db/journals/iajit/iajit15.html#ZouariBK18

Rania Maalej Monji Kherallah Convolutional Neural Network and BLSTM for Offline Arabic Handwriting Recognition. 1-6 2018 ACIT https://doi.org/10.1109/ACIT.2018.8672667 conf/acit3/2018 db/conf/acit3/acit2018.html#MaalejK18 Mohamed Elleuch Adel M. Alimi Monji Kherallah Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System. 1-6 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489245 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#ElleuchAK18 Raouia Mokni Monji Kherallah Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms. 720-729 2018 ISDA (2) https://doi.org/10.1007/978-3-030-16660-1_70 conf/isda/2018-2 db/conf/isda/isda2018-2.html#MokniK18

Mohamed Elleuch Ansar Hani Monji Kherallah Arabic handwritten script recognition system based on HOG and gabor features. 639-646 2017 14 Int. Arab J. Inf. Technol. 4A http://iajit.org/index.php?option=com_content&task=blogcategory&id=132&Itemid=441 db/journals/iajit/iajit14.html#ElleuchHK17

Anis Mezghani Fouad Slimane Monji Kherallah Writing type, script and language identification in heterogeneous documents. 225-245 2017 16 Int. J. Intell. Syst. Technol. Appl. 3 https://doi.org/10.1504/IJISTA.2017.10006001 db/journals/ijista/ijista16.html#MezghaniSK17

Faten Kallel Jaiem Monji Kherallah A novel Arabic font recognition system based on texture feature and dynamic training. 289-308 2017 16 Int. J. Intell. Syst. Technol. Appl. 4 https://doi.org/10.1504/IJISTA.2017.10008858 db/journals/ijista/ijista16.html#JaiemK17

Abdessamad Malaoui Monji Kherallah Lila Ghomri Mustapha Raoufi Guillaume Andrieu Thomas Fredon Denis Barataud Implementation and Validation of a new Strategy of Online Practical Works of Power Electronics for Embedded Systems. 29-44 2017 13 Int. J. Online Eng. 4 https://doi.org/10.3991/ijoe.v13i04.6659 db/journals/ijoe/ijoe13.html#MalaouiKLMAFB17

Raouia Mokni Hassen Drira Monji Kherallah Combining shape analysis and texture pattern for palmprint identification. 23981-24008 2017 76 Multim. Tools Appl. 22 https://doi.org/10.1007/s11042-016-4088-5 db/journals/mta/mta76.html#MokniDK17

Raouia Mokni Hassen Drira Monji Kherallah Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System. 350-357 2017 AICCSA https://doi.org/10.1109/AICCSA.2017.167 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2017.167 conf/aiccsa/2017 db/conf/aiccsa/aiccsa2017.html#MokniDK17 Zouhaira Noubigh Monji Kherallah A survey on handwriting recognition based on the trajectory recovery technique. 69-73 2017 ASAR https://doi.org/10.1109/ASAR.2017.8067762 conf/asar/2017 db/conf/asar/asar2017.html#NoubighK17 Ramzi Zouari Houcine Boubaker Monji Kherallah Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition. 450-458 2017 ICANN (2) https://doi.org/10.1007/978-3-319-68612-7_51 conf/icann/2017-2 db/conf/icann/icann2017-2.html#ZouariBK17 Mohamed Elleuch Najiba Tagougui Monji Kherallah Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script. 2292-2297 2017 ICCS https://doi.org/10.1016/j.procs.2017.05.070 conf/iccS/2017 db/conf/iccS/iccS2017.html#ElleuchTK17 Houssem Lahiani Monji Kherallah Mahmoud Neji Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices. 180-190 2017 ISDA https://doi.org/10.1007/978-3-319-76348-4_18 conf/isda/2017 db/conf/isda/isda2017.html#LahianiKN17 Houssem Lahiani Monji Kherallah Mahmoud Neji Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices. 619-629 2017 ISDA https://doi.org/10.1007/978-3-319-76348-4_60 conf/isda/2017 db/conf/isda/isda2017.html#LahianiKN17a 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. 3-16 2017 PSIVT https://doi.org/10.1007/978-3-319-75786-5_1 conf/psivt/2017 db/conf/psivt/psivt2017.html#MokniMDK17

Raouia Mokni Monji Kherallah Palmprint recognition through the fractal dimension estimation for texture analysis. 254-274 2016 8 Int. J. Biom. 3/4 https://doi.org/10.1504/IJBM.2016.10003583 db/journals/ijbm/ijbm8.html#MokniK16

Mohamed Elleuch Najiba Tagougui Monji Kherallah A novel architecture of CNN based on SVM classifier for recognising Arabic handwritten script. 323-340 2016 15 Int. J. Intell. Syst. Technol. Appl. 4 https://doi.org/10.1504/IJISTA.2016.10000779 db/journals/ijista/ijista15.html#ElleuchTK16

Mohamed Elleuch Monji Kherallah An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines. 1-20 2016 7 Int. J. Multim. Data Eng. Manag. 2 https://doi.org/10.4018/IJMDEM.2016040101 db/journals/ijmdem/ijmdem7.html#ElleuchK16

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. 149-158 2016 AECIA https://doi.org/10.1007/978-3-319-60834-1_16 conf/aecia/2016 db/conf/aecia/aecia2016.html#MalaouiKGAFB16 Faten Kallel Jaiem Anis Mezghani Slim Kanoun Monji Kherallah A Novel Arabic Writer Identification System Using Texture Feature on Multi-resolution Levels. 350-359 2016 AECIA https://doi.org/10.1007/978-3-319-60834-1_35 conf/aecia/2016 db/conf/aecia/aecia2016.html#JaiemMKK16 Faten Kallel Jaiem Anis Mezghani Slim Kanoun Monji Kherallah Arabic Font Recognition Based on Discret Curvelet Transform. 360-369 2016 AECIA https://doi.org/10.1007/978-3-319-60834-1_36 conf/aecia/2016 db/conf/aecia/aecia2016.html#JaiemMKK16a Anis Mezghani Faten Kallel Jaiem Slim Kanoun Monji Kherallah Contribution on Character Modelling for Handwritten Arabic Text Recognition. 370-379 2016 AECIA https://doi.org/10.1007/978-3-319-60834-1_37 conf/aecia/2016 db/conf/aecia/aecia2016.html#MezghaniJKK16 Houssem Lahiani Monji Kherallah Mahmoud Neji Hand pose estimation system based on Viola-Jones algorithm for Android devices. 1-6 2016 AICCSA https://doi.org/10.1109/AICCSA.2016.7945717 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2016.7945717 conf/aiccsa/2016 db/conf/aiccsa/aiccsa2016.html#LahianiKN16 Rania Maalej Najiba Tagougui Monji Kherallah Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks. 417-421 2016 DAS https://doi.org/10.1109/DAS.2016.49 https://doi.ieeecomputersociety.org/10.1109/DAS.2016.49 conf/das/2016 db/conf/das/das2016.html#MaalejTK16 Ramzi Zouari Houcine Boubaker Monji Kherallah Hybrid TDNN-SVM Algorithm for Online Arabic Handwriting Recognition. 113-123 2016 HIS https://doi.org/10.1007/978-3-319-52941-7_12 conf/his/2016 db/conf/his/his2016.html#ZouariBK16 Houssem Lahiani Monji Kherallah Mahmoud Neji Vision Based Hand Gesture Recognition for Mobile Devices: A Review. 308-318 2016 HIS https://doi.org/10.1007/978-3-319-52941-7_31 conf/his/2016 db/conf/his/his2016.html#LahianiKN16 Mohamed Elleuch Ramzi Zouari Monji Kherallah Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System. 136-144 2016 ICANN (2) https://doi.org/10.1007/978-3-319-44781-0_17 conf/icann/2016-2 db/conf/icann/icann2016-2.html#ElleuchZK16 Raouia Mokni Monji Kherallah Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers. 259-266 2016 ICANN (2) https://doi.org/10.1007/978-3-319-44781-0_31 conf/icann/2016-2 db/conf/icann/icann2016-2.html#MokniK16 Rania Maalej Monji Kherallah Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions. 431-438 2016 ICANN (2) https://doi.org/10.1007/978-3-319-44781-0_51 conf/icann/2016-2 db/conf/icann/icann2016-2.html#MaalejK16 Mohamed Elleuch Rania Maalej Monji Kherallah A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition. 1712-1723 2016 ICCS https://doi.org/10.1016/j.procs.2016.05.512 conf/iccS/2016 db/conf/iccS/iccS2016.html#ElleuchMK16 Anis Mezghani Fouad Slimane Slim Kanoun Monji Kherallah Window-based feature extraction framework for machine-printed/handwritten and Arabic/Latin text discrimination. 329-335 2016 ICCP https://doi.org/10.1109/ICCP.2016.7737168 conf/iccp2/2016 db/conf/iccp2/iccp2016.html#MezghaniSKK16 Rania Maalej Najiba Tagougui Monji Kherallah Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM. 746-752 2016 ICIAR https://doi.org/10.1007/978-3-319-41501-7_83 conf/iciar/2016 db/conf/iciar/iciar2016.html#MaalejTK16 Najiba Tagougui Monji Kherallah Recognizing online Arabic handwritten characters using a deep architecture. 103410L 2016 ICMV https://doi.org/10.1117/12.2268419 conf/icmv/2016 db/conf/icmv/icmv2016.html#TagouguiK16 Mohamed Elleuch Raouia Mokni Monji Kherallah Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs. 3241-3248 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727613 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#ElleuchMK16 Raouia Mokni Mohamed Elleuch Monji Kherallah Biometric Palmprint identification via efficient texture features fusion. 4857-4864 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727838 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#MokniEK16 Ramzi Zouari Houcine Boubaker Monji Kherallah A Time Delay Neural Network for Online Arabic Handwriting Recognition. 1005-1014 2016 ISDA https://doi.org/10.1007/978-3-319-53480-0_99 conf/isda/2016 db/conf/isda/isda2016.html#ZouariBK16 Raouia Mokni Monji Kherallah Novel palmprint biometric system combining several fractal methods for texture information extraction. 2267-2272 2016 SMC https://doi.org/10.1109/SMC.2016.7844576 conf/smc/2016 db/conf/smc/smc2016.html#MokniK16 Mohamed Elleuch Najiba Tagougui Monji Kherallah Arabic handwritten characters recognition using Deep Belief Neural Networks. 1-5 2015 SSD https://doi.org/10.1109/SSD.2015.7348121 conf/IEEEssd/2015 db/conf/IEEEssd/ssd2015.html#ElleuchTK15 Mohamed Elleuch Najiba Tagougui Monji Kherallah Deep Learning for Feature Extraction of Arabic Handwritten Script. 371-382 2015 CAIP (2) https://doi.org/10.1007/978-3-319-23117-4_32 conf/caip/2015-2 db/conf/caip/caip2015-2.html#ElleuchTK15 Mohamed Elleuch Najiba Tagougui Monji Kherallah Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures. 363-372 2015 ICONIP (1) https://doi.org/10.1007/978-3-319-26532-2_40 conf/iconip/2015-1 db/conf/iconip/iconip2015-1.html#ElleuchTK15 Raouia Mokni Ramzi Zouari Monji Kherallah Pre-processing and extraction of the ROIs steps for palmprints recognition system. 380-385 2015 ISDA https://doi.org/10.1109/ISDA.2015.7489259 conf/isda/2015 db/conf/isda/isda2015.html#MokniZK15 Mohamed Elleuch Houssem Lahiani Monji Kherallah Recognizing Arabic Handwritten Script using Support Vector Machine classifier. 551-556 2015 ISDA https://doi.org/10.1109/ISDA.2015.7489176 conf/isda/2015 db/conf/isda/isda2015.html#ElleuchLK15 Houssem Lahiani Mohamed Elleuch Monji Kherallah Real time hand gesture recognition system for android devices. 591-596 2015 ISDA https://doi.org/10.1109/ISDA.2015.7489184 conf/isda/2015 db/conf/isda/isda2015.html#LahianiEK15

Aymen Chaabouni Houcine Boubaker Monji Kherallah Haikal El Abed Adel M. Alimi Static and dynamic features for writer identification based on multi-fractals. 416-424 2014 11 Int. Arab J. Inf. Technol. 4 http://iajit.org/index.php?option=com_content&task=blogcategory&id=93&Itemid=356 db/journals/iajit/iajit11.html#ChaabouniBKAA14

Houcine Boubaker Najiba Tagougui Haikal El Abed Monji Kherallah Adel M. Alimi Graphemes Segmentation for Arabic Online Handwriting Modeling. 503-522 2014 10 J. Inf. Process. Syst. 4 https://doi.org/10.3745/JIPS.02.0006 db/journals/jips/jips10.html#BoubakerTAKA14

Ramzi Zouari Raouia Mokni Monji Kherallah Identification and verification system of offline handwritten signature using fractal approach. 1-4 2014 IPAS https://doi.org/10.1109/IPAS.2014.7043305 conf/ipas2/2014 db/conf/ipas2/ipas2014.html#ZouariMK14

Najiba Tagougui Houcine Boubaker Monji Kherallah Adel M. Alimi A Hybrid NN/HMM Modeling Technique for Online Arabic Handwriting Recognition. 2014 abs/1401.0486 CoRR http://arxiv.org/abs/1401.0486 db/journals/corr/corr1401.html#TagouguiBKA14

Najiba Tagougui Monji Kherallah Adel M. Alimi Online Arabic handwriting recognition: a survey. 209-226 2013 16 Int. J. Document Anal. Recognit. 3 https://doi.org/10.1007/s10032-012-0186-8 db/journals/ijdar/ijdar16.html#TagouguiKA13

Hichem Karray Monji Kherallah Mohamed Ben Halima Adel M. Alimi An Interactive Device for Quick Arabic News Story Browsing. 62-82 2012 4 Int. J. Mob. Comput. Multim. Commun. 4 https://doi.org/10.4018/jmcmc.2012100104 https://www.wikidata.org/entity/Q57728338 db/journals/ijmcmc/ijmcmc4.html#KarrayKHA12

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. 69-74 2012 conf/icfhr/2012 ICFHR https://doi.org/10.1109/ICFHR.2012.244 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2012.244 db/conf/icfhr/icfhr2012.html#BoubakerCTKAA12

Moncef Charfi Monji Kherallah Abdelkarim Elbaati Adel M. Alimi A New Approach for Arabic Handwritten Postal Addresses Recognition http://arxiv.org/abs/1204.1678 2012 CoRR abs/1204.1678 db/journals/corr/corr1204.html#abs-1204-1678

Haikal El Abed Monji Kherallah Volker Märgner Adel M. Alimi On-line Arabic handwriting recognition competition - ADAB database and participating systems. 15-23 2011 14 Int. J. Document Anal. Recognit. 1 https://doi.org/10.1007/s10032-010-0124-6 db/journals/ijdar/ijdar14.html#AbedKMA11

Lobna Haddad Tarek M. Hamdani Monji Kherallah Adel M. Alimi Improvement of On-line Recognition Systems Using a RBF-Neural Network Based Writer Adaptation Module. 284-288 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.65 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.65 conf/icdar/2011 db/conf/icdar/icdar2011.html#HaddadHKA11 Aymen Chaabouni Houcine Boubaker Monji Kherallah Adel M. Alimi Haikal El Abed Multi-fractal Modeling for On-line Text-Independent Writer Identification. 623-627 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.131 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.131 conf/icdar/2011 db/conf/icdar/icdar2011.html#ChaabouniBKAA11 Aymen Chaabouni Houcine Boubaker Monji Kherallah Adel M. Alimi Haikal El Abed Combining of Off-line and On-line Feature Extraction Approaches for Writer Identification. 1299-1303 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.261 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.261 conf/icdar/2011 db/conf/icdar/icdar2011.html#ChaabouniBKAA11a Monji Kherallah Najiba Tagougui Adel M. Alimi Haikal El Abed Volker Märgner Online Arabic Handwriting Recognition Competition. 1454-1458 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.289 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.289 conf/icdar/2011 db/conf/icdar/icdar2011.html#KherallahTAAM11 Lotfi Hamrouni Monji Kherallah Adel M. Alimi Textile plant modeling using Recurrent Neural Networks. 1580-1584 2011 SMC https://doi.org/10.1109/ICSMC.2011.6083896 conf/smc/2011 db/conf/smc/smc2011.html#HamrouniKA11 Houcine Boubaker Aymen Chaabouni Monji Kherallah Adel M. Alimi Haikal El Abed Fuzzy Segmentation and Graphemes Modeling for Online Arabic Handwriting Recognition. 695-700 2010 ICFHR https://doi.org/10.1109/ICFHR.2010.113 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2010.113 conf/icfhr/2010 db/conf/icfhr/icfhr2010.html#BoubakerCKAA10 Houcine Boubaker Abdelkarim Elbaati Monji Kherallah Adel M. Alimi Haikal El Abed Online Arabic Handwriting Modeling System Based on the Graphemes Segmentation. 2061-2064 2010 ICPR https://doi.org/10.1109/ICPR.2010.507 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.507 conf/icpr/2010 db/conf/icpr/icpr2010.html#BoubakerEKAE10 Aymen Chaabouni Houcine Boubaker Monji Kherallah Adel M. Alimi Haikal El Abed Fractal and Multi-fractal for Arabic Offline Writer Identification. 3793-3796 2010 ICPR https://doi.org/10.1109/ICPR.2010.924 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.924 conf/icpr/2010 db/conf/icpr/icpr2010.html#ChaabouniBKAA10

Monji Kherallah Fatma Bouri Adel M. Alimi On-line Arabic handwriting recognition system based on visual encoding and genetic algorithm. 153-170 2009 22 Eng. Appl. Artif. Intell. 1 https://doi.org/10.1016/j.engappai.2008.05.010 db/journals/eaai/eaai22.html#KherallahBA09

Monji Kherallah Haikal El Abed Fatma Bouri Abdelkarim El Baati Adel M. Alimi Off-line handwriting recognition system based on GA and visual encoding. 13 2009 MOCR@ICDAR https://doi.org/10.1145/1577802.1577817 conf/icdar/2009mocr db/conf/icdar/mocr2009.html#KherallahABBA09 Mahdi Hamdani Haikal El Abed Monji Kherallah Adel M. Alimi Combining Multiple HMMs Using On-line and Off-line Features for Off-line Arabic Handwriting Recognition. 201-205 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.40 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.40 conf/icdar/2009 db/conf/icdar/icdar2009.html#HamdaniAKA09 Abdelkarim Elbaati Houcine Boubaker Monji Kherallah Abdel Ennaji Haikal El Abed Adel M. Alimi Arabic Handwriting Recognition Using Restored Stroke Chronology. 411-415 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.262 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.262 conf/icdar/2009 db/conf/icdar/icdar2009.html#ElbaatiBKEAA09 Houcine Boubaker Monji Kherallah Adel M. Alimi New Algorithm of Straight or Curved Baseline Detection for Short Arabic Handwritten Writing. 778-782 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.265 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.265 conf/icdar/2009 db/conf/icdar/icdar2009.html#BoubakerKA09 Abdelkarim Elbaati Monji Kherallah Abdellatif Ennaji Adel M. Alimi Temporal Order Recovery of the Scanned Handwriting. 1116-1120 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.266 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.266 conf/icdar/2009 db/conf/icdar/icdar2009.html#ElbaatiKEA09 Haikal El Abed Volker Märgner Monji Kherallah Adel M. Alimi ICDAR 2009 Online Arabic Handwriting Recognition Competition. 1388-1392 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.284 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.284 conf/icdar/2009 db/conf/icdar/icdar2009.html#AbedMKA09

Monji Kherallah Lobna Haddad Adel M. Alimi Amar Mitiche On-line handwritten digit recognition based on trajectory and velocity modeling. 580-594 2008 29 Pattern Recognit. Lett. 5 https://doi.org/10.1016/j.patrec.2007.11.011 db/journals/prl/prl29.html#KherallahHAM08

Monji Kherallah Hichem Karray Mehdi Ellouze Adel M. Alimi Toward an interactive device for quick news story browsing. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761414 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761414 conf/icpr/2008 db/conf/icpr/icpr2008.html#KherallahKEA08 Houcine Boubaker Monji Kherallah Adel M. Alimi New Strategy for the On-Line Handwriting Modelling. 1233-1247 2007 conf/icdar/2007 ICDAR https://doi.org/10.1109/ICDAR.2007.4377112 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2007.177 db/conf/icdar/icdar2007.html#BoubakerKA07 Basma Jouini Monji Kherallah Adel M. Alimi A new approach for on-line visual encoding and recognition of handwriting script by using neural network system. 161-167 2003 ICANNGA https://doi.org/10.1007/978-3-7091-0646-4_30 conf/icannga/2003 db/conf/icannga/icannga2003.html#JouiniKA03 Ali Atshan Abdulredah Haikal El Abed Mouhamed Laid Abimouloud Anmar Afair Imen Mohamed Ben Ahmed Oussama Aiadi Lyth Khaled Al-Shbeilat Adel M. Alimi Maryim Omran ALKuzaayMaryim Imran Mousa Al-Khuzaie Laith Alzubaidi Mohamed Ben Ammar Guillaume Andrieu Hassan Jameel Azooz Denis Barataud Khaled Bensid Houcine Boubaker Fatma Bouri Aymen Chaabouni Faiza Charfi Moncef Charfi Ali Douik Hassen Drira Ye Duan Naktal Moaid Edan Abdelkarim ElbaatiAbdelkarim El Baati Mohamed Elleuch Mehdi Ellouze Abdellatif EnnajiAbdel Ennaji Mohammed Abdulraheem FadhelMohammed A. Fadhel Jihen Fourati Thomas Fredon Salwa Gasmi Leila GhomriLila Ghomri Sawsen Guendouz Lobna Haddad Mohamed Ben Halima Mahdi Hamdani Tarek M. Hamdani Lotfi Hamrouni Ansar Hani Ohood Fadhi Ismael Ohood Fadhil Ismael Faten Kallel Jaiem Imen Jdey Basma Jouini Safa Jraba Fahmi Kammoun Slim Kanoun Hichem Karray Mohammed S. Khazaal Yasmine M. Khazaal Nouha Khédiri Mariem Khemakhem Ahmed Khlifi Aicha Korichi Maarouf Korichi Houssem Lahiani Hela Ltifi Rania Maalej Sanabil A. Mahmood Abdessamad Malaoui Volker Märgner Fatma Marzougui Alima Damak MasmoudiAlima Damak Anis Mezghani Amar Mitiche Raouia Mokni Mohamed Saber Naceur Mahmoud Neji Zouhaira Noubigh Aicha Nouisser Kamal M. Othman Mohamed Othmani Dalila Othmen Mustapha Raoufi Selma Saida Khawla Ben Salah Shihab A. Shawkat Sihem Slatnia Fouad Slimane Nawel Slimani Sonia Slimen Najiba Tagougui Nessrine Touahar Houssem Turki Khaled M. Hassen Wane Ramzi Zouari