Profile Thameur Dhieb
First Name
Thameur
Last Name
Dhieb
Address
Route de taniour km 5.5 chez Sofien ben maallem merkez chihya 3041 Sfax
Zip code
3038
Biography
Thameur Dhieb is currently an Assistant Professor at the Higher Institute of Business Administration of Gafsa. He obtained the M.S. degree in Computer Science from FSEGS, Tunisia in 2012 and the Ph.D. degree in computer science from ISITCOM in 2021, Tunisia. His research interests include writer identification and signature verification. He is a member of the IEEE and affiliated with Research Groups in Intelligent Machines – REGIM Lab, Enis, university of Sfax
Research Interests
Online Handwriting, Biometry, Pattern Recognition
H-index: 12 Total citation: 358
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Early Parkinson’s disease detection from offline hand-drawing based on SqueezeNet and TinySiamese network MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, K Moalla, TM Hamdani, ... |
Multimedia Tools and Applications 85 (4), 282, 2026 | 2026 | 0 |
| Hand-Drawn Image (HDI) dataset: Deep approach for essential tremor recognition T Alwaer, I Jarraya, T Dhieb, M Neji, N Farhat, S Sellami, TM Hamdani, ... |
Multimedia Tools and Applications 85 (3), 249, 2026 | 2026 | 0 |
| Enhanced Multi-Head Attention Mechanism and BGRU for Lexicon-Free Online Arabic Handwriting Recognition Y Hamdi, B Rabhi, T Dhieb, AM Alimi |
TechRxiv 2026 (0227), 2026 | 2026 | 0 |
| PDGV Dataset: Investigating Deep Learning CNN for Gait-Based Parkinson’s Disease Recognition Z Mahfouf, I Jarraya, T Dhieb, M Neji, N Farhat, E Smaoui, T M. Hamdani, ... |
Arabian Journal for Science and Engineering, 1-21, 2025 | 2025 | 0 |
| Deep Neural Network for Early Parkinson’s Disease Detection from Offline Hand-Drawing MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, TM Hamdani, M Damak, ... |
International Conference on Computational Collective Intelligence, 218-232, 2025 | 2025 | 0 |
| Deep Learning for Discriminating Essential Tremor from Parkinson’s Disease via Handwriting Analysis M Azlouk, T Dhieb, I Jarraya, M Neji, N Farhat, S Sellami, TM Hamdani, ... |
2025 IEEE/ACS 22nd International Conference on Computer Systems and�…, 2025 | 2025 | 0 |
| A Novel Approach to Enhancing Performance in 1D-CNN-Based Speech Emotion Recognition Using Mutual Information-Based Feature Selection. H Roubhi, A Hacine-Gharbi, T Dhieb, K Rouabah, P Ravier |
Journal of Engineering Science & Technology Review 18 (4), 2025 | 2025 | 2 |
| A hybrid approach using 2D CNN and attention-based LSTM for Parkinson’s disease detection from video E Krichene, I Jarraya, T Dhieb, Z Mahfouf, M Neji, N Farhat, E Smaoui, ... |
International Conference on Computational Collective Intelligence, 146-156, 2024 | 2024 | 5 |
| Parkinson’s disease detection from online handwriting based on beta-elliptical approach and fuzzy perceptual detector MF Allebawi, T Dhieb, M Neji, N Farhat, E Smaoui, TM Hamdani, ... |
IEEE Access 12, 56936-56950, 2024 | 2024 | 35 |
| Multi-head Self-attention and BGRU for Online Arabic Grapheme Text Segmentation Y Hamdi, B Rabhi, T Dhieb, AM Alimi |
2023 International Conference on Cyberworlds (CW), 78-85, 2023 | 2023 | 5 |
| In-air signature verification system based on beta-elliptical approach and fuzzy perceptual detector AR Alobaidi, T Dhieb, TM Hamdani, A Wali, K Ouahada, AM Alimi |
IEEE Access 11, 134058-134073, 2023 | 2023 | 3 |
| New in-air signature datasets AAR Alobaidi, T Dhieb, ZN Nuimi, TM Hamdani, A Wali, AM Alimi |
2023 International Symposium on Networks, Computers and Communications�…, 2023 | 2023 | 2 |
| A new online Arabic handwriting dataset for analyzing Parkinson’s disease MF Allebawi, T Dhieb, I Jarraya, M Neji, N Farhat, E Smaoui, K Moalla, ... |
2023 International Conference on Cyberworlds (CW), 62-69, 2023 | 2023 | 12 |
| Do individual characteristics influence the beta-elliptic modeling errors during ellipse drawing movements? T Dhieb, N Rezzoug, H Boubaker, M Ben Ayed, AM Alimi |
Computer Methods in Biomechanics and Biomedical Engineering 25 (7), 783-793, 2022 | 2022 | 9 |
| A novel biometric system for signature verification based on score level fusion approach T Dhieb, H Boubaker, S Njah, M Ben Ayed, AM Alimi |
Multimedia Tools and Applications 81 (6), 7817-7845, 2022 | 2022 | 28 |
| ASAR 2021 online Arabic writer identification competition T Dhieb, H Boubaker, S Njah, M Ben Ayed, AM Alimi |
International Conference on Document Analysis and Recognition, 353-365, 2021 | 2021 | 8 |
| Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes T Dhieb, H Boubaker, W Ouarda, S Njah, M Ben Ayed, AM Alimi |
Multimedia Tools and Applications 80 (9), 14075-14100, 2021 | 2021 | 17 |
| Towards a novel biometric system for forensic document examination T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
Computers & Security 97, 101973, 2020 | 2020 | 30 |
| Hybrid DBLSTM-SVM based beta-elliptic-CNN models for online Arabic characters recognition Y Hamdi, H Boubaker, T Dhieb, A Elbaati, AM Alimi |
2019 international conference on document analysis and recognition (ICDAR�…, 2019 | 2019 | 29 |
| Deep bidirectional long short-term memory for online Arabic writer identification based on beta-elliptic model T Dhieb, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
2019 international conference on document analysis and recognition workshops�…, 2019 | 2019 | 16 |
| Neural architecture based on fuzzy perceptual representation for online multilingual handwriting recognition H Akouaydi, S Njah, W Ouarda, A Samet, T Dhieb, M Zaied, AM Alimi |
arXiv preprint arXiv:1908.00634, 2019 | 2019 | 14 |
| Effect of age on hand drawing movement kinematics T Dhieb, N Rezzoug, H Boubaker, P Gorce, AM Alimi |
Computer Methods in Biomechanics and Biomedical Engineering 22 (sup1), S188-S190, 2019 | 2019 | 14 |
| An extended Beta-Elliptic model and fuzzy elementary perceptual codes for online multilingual writer identification using deep neural network T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
arXiv preprint arXiv:1804.05661, 2018 | 2018 | 8 |
| An Online Writer Identification System based on Beta-Elliptic Model and Fuzzy Elementary Perceptual Codes T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
arXiv preprint arXiv:1804.05661, 2018 | 2018 | 12 |
| Abstracts of the Maghreb Medical Congress 2015. A Dahmeni, M Bouchekoua, D Aloui, S Trabelsi, S Khaled, S Gara, ... |
La Tunisie Medicale 94 (8-9), 570-579, 2016 | 2016 | 0 |
| Deep neural network for online writer identification using beta-elliptic model T Dhieb, W Ouarda, H Boubaker, AM Alimi |
2016 International joint conference on neural networks (IJCNN), 1863-1870, 2016 | 2016 | 37 |
| Beta-Elliptic Model for Writer Identification from Online Arabic Handwriting. T Dhieb, W Ouarda, H Boubaker, AM Alimi |
Journal of Information Assurance & Security 11 (5), 2016 | 2016 | 32 |
| Online Arabic Writer Identification based on Beta-Elliptic Model T Dhieb, W Ouarda, H Boubaker, MB Halima, AM Alimi |
Proceedings of the 15th International Conference on Intelligent Systems�…, 2015 | 2015 | 38 |
| AA personalized information retrieval system. T Dhieb, M Neji |
Proceedings of International Conference on Information Technology and E�…, 2011 | 2011 | 0 |
| PIRSIDIL: A personalized information retrieval system in a digital library. T Dhieb, M Neji |
IJWA 3 (4), 179-186, 2011 | 2011 | 2 |