Profile Mohamed Ben Halima
First Name
Mohamed
Last Name
Ben Halima
Address
ISIMS, Technological pole of Sfax Tunis Road Km 10 BP 242 - 3021 Sfax
Zip code
3038
Biography
Mohamed Ben Halima (IEEE Student Member’2008, Member’2013, Senior Member’2015). He received the B.S. degree in computer science from the Faculty of Economics and Management of Sfax-Tunisia (FSEGS) in 1999. He obtained the Master degrees and then PhD both in in Computer Science in 2005 and 2013 respectively, from the National Engineering School of Sfax - Tunisia (ENIS). Hi is Assistant Professor in Computer Science at the University of Sfax, ISIMS, since 2013.
His research interest includes applications of intelligent methods to pattern recognition and vision systems. He focuses his research on intelligent pattern recognition and learning.
He has organized several conferences in Africa (HIS’2013, IAS’2013, SoCPaR’2014, WiCT’2015, ISDA’2015, SOLI’2015, ICDAR’2015, ICALT’2015).
He was the chair of IEEE Tunisia Computational Intelligence Society Chapter (2015-2016) and IEEE Tunisia Computer Society Chapter (2017-2018).
H-index: 17 Total citation: 1213
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Text recuperated using ontology with stable marriage optimization technique and text visualization using AR I Ouali, M Ben Halima, N Masmoudi, M Ayadi, L Almuqren, A Wali |
Multimedia Tools and Applications, 1-28, 2024 | 2024 | 2 |
| Deep architecture for super-resolution and deblurring of text images H Neji, MB Halima, J Nogueras-Iso, TM Hamdani, AM Qahtani, O Almutiry, ... |
Multimedia Tools and Applications 83 (2), 3945-3961, 2024 | 2024 | 3 |
| Doc-Attentive-GAN: attentive GAN for historical document denoising H Neji, M Ben Halima, J Nogueras-Iso, TM Hamdani, J Lacasta, ... |
Multimedia Tools and Applications 83 (18), 55509-55525, 2023 | 2023 | 10 |
| A novel method for arabic text detection with interactive visualization I Ouali, R Fourati, MB Halima, A Wali |
2023 IEEE Symposium on Computers and Communications (ISCC), 1046-1050, 2023 | 2023 | 4 |
| An augmented reality for an arabic text reading and visualization assistant for the visually impaired I Ouali, MB Halima, A Wali |
Multimedia Tools and Applications 82 (28), 43569-43597, 2023 | 2023 | 15 |
| Augmented Reality and Ontology-based Approach for Enhancing Arabic Text Recognition and Visualization I OUALI, MBEN HALIMA, N MASMOUDI, M AYADI, L ALMUQREN, ... |
2023 | 1 | |
| Real-time application for recognition and visualization of arabic words with vowels based DL and AR I Ouali, MB Halima |
2022 International Wireless Communications and Mobile Computing (IWCMC), 678-683, 2022 | 2022 | 7 |
| Text detection and recognition using augmented reality and deep learning I Ouali, MB Halima, A Wali |
International conference on advanced information networking and applications�…, 2022 | 2022 | 17 |
| SDT-DCSCN for Simultaneous Super-Resolution and Deblurring of Text Images H Neji, MB Halima, J Nogueras-Iso, T Hamdani, AM Qahtani, O Almutiry, ... |
arXiv preprint arXiv:2201.05865, 2022 | 2022 | 0 |
| Research Article COVID-19 Outbreak Forecasting Based on Vaccine Rates and Tweets Classification Y Didi, A Walha, MB Halima, A Wali |
2022 | 0 | |
| COVID‐19 outbreak forecasting based on vaccine rates and tweets classification Y Didi, A Walha, M Ben Halima, A Wali |
Computational Intelligence and Neuroscience 2022 (1), 4535541, 2022 | 2022 | 10 |
| Augmented reality for scene text recognition, visualization and reading to assist visually impaired people I Ouali, MB Halima |
Procedia Computer Science 207, 158-167, 2022 | 2022 | 25 |
| Robust clustering based possibilistic type-2 fuzzy c-means for noisy datasets A Ben Ayed, M Ben Halima, S Cherif, AM Alimi |
Enabling Machine Learning Applications in Data Science: Proceedings of Arab�…, 2021 | 2021 | 1 |
| Architecture for real-time visualizing arabic words with diacritics using augmented reality for visually impaired people I Ouali, MS Hadj Sassi, M Ben Halima, A Wali |
International conference on advanced information networking and applications�…, 2021 | 2021 | 9 |
| Blur2sharp: A gan-based model for document image deblurring H Neji, TM Hamdani, MB Halima, J Nogueras-Iso, AM Alimi |
Int. j. comput. intell. syst., 2021 | 2021 | 17 |
| A new architecture based ar for detection and recognition of objects and text to enhance navigation of visually impaired people I Ouali, MSH Sassi, MB Halima, A Wali |
Procedia Computer Science 176, 602-611, 2020 | 2020 | 26 |
| DELP-DAR system for license plate detection and recognition Z Selmi, MB Halima, U Pal, MA Alimi |
Pattern Recognition Letters 129, 213-223, 2020 | 2020 | 138 |
| Adversarial autoencoders for denoising digitized historical documents: the use case of incunabula H Neji, J Nogueras-Iso, J Lacasta, MB Halima, AM Alimi |
2019 International Conference on Document Analysis and Recognition Workshops�…, 2019 | 2019 | 14 |
| Deep fcn for arabic scene text detection I Beltaief, MB Halima |
2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis�…, 2018 | 2018 | 7 |
| Text detection based on MSER and CNN features H Turki, MB Halima, AM Alimi |
2017 14th IAPR international conference on document analysis and recognition�…, 2017 | 2017 | 38 |
| Deep learning system for automatic license plate detection and recognition Z Selmi, MB Halima, AM Alimi |
2017 14th IAPR international conference on document analysis and recognition�…, 2017 | 2017 | 232 |
| Adaptive fuzzy exponent cluster ensemble system based feature selection and spectral clustering AB Ayed, MB Halima, AM Alimi |
2017 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2017 | 2017 | 35 |
| Cluster forest based fuzzy logic for massive data clustering I Lahmar, AB Ayed, MB Halima, AM Alimi |
Ninth International Conference on Machine Vision (ICMV 2016) 10341, 498-502, 2017 | 2017 | 8 |
| A hybrid method of natural scene text detection using msers masks in hsv space color H Turki, MB Halima, AM Alimi |
Ninth international conference on machine vision (ICMV 2016) 10341, 192-196, 2017 | 2017 | 21 |
| Random forest ensemble classification based fuzzy logic AB Ayed, M Benhammouda, MB Halima, AM Alimi |
Ninth International Conference on Machine Vision (ICMV 2016) 10341, 458-462, 2017 | 2017 | 8 |
| A framework of text detection and recognition from natural images for mobile device Z Selmi, MB Halima, A Wali, AM Alimi |
Ninth international conference on machine vision (ICMV 2016) 10341, 435-440, 2017 | 2017 | 7 |
| Text detection in natural scene images using two masks filtering H Turki, MB Halima, AM Alimi |
2016 IEEE/ACS 13th International Conference of Computer Systems and�…, 2016 | 2016 | 12 |
| Cluster forests based fuzzy C-means for data clustering A Ben Ayed, M Ben Halima, AM Alimi |
International Workshop on Soft Computing Models in Industrial and�…, 2016 | 2016 | 5 |
| Scene text detection images with pyramid image and MSER enhanced H Turki, MB Halima, AM Alimi |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 13 |
| MRI brain tumor classification using support vector machines and meta-heuristic method A Kharrat, MB Halima, MB Ayed |
2015 15th international conference on intelligent systems design and�…, 2015 | 2015 | 66 |
| Online Arabic writer identification based on beta-elliptic model T Dhieb, W Ouarda, H Boubaker, MB Halima, AM Alimi |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 38 |
| Big data analytics for logistics and transportation AB Ayed, MB Halima, AM Alimi |
2015 4th international conference on advanced logistics and transport (ICALT�…, 2015 | 2015 | 123 |
| MapReduce based text detection in big data natural scene videos AB Ayed, MB Halima, AM Alimi |
Procedia Computer Science 53, 216-223, 2015 | 2015 | 49 |
| Arabic diacritics detection and fuzzy representation for segmented handwriting graphemes modeling H Boubaker, A Chaabouni, MB Halima, A El Baati, H El Abed |
2014 6th International Conference of Soft Computing and Pattern Recognition�…, 2014 | 2014 | 8 |
| An intelligent and robust multi-oriented image scene text detection S Sayahi, MB Halima |
2014 6th International Conference of Soft Computing and Pattern Recognition�…, 2014 | 2014 | 10 |
| Survey on clustering methods: Towards fuzzy clustering for big data AB Ayed, MB Halima, AM Alimi |
2014 6th International conference of soft computing and pattern recognition�…, 2014 | 2014 | 107 |
| Proceedings of 3rd International Conference on Advanced Logistics and Transport. AM Alimi, M Abed, M Benaissa, MB Halima, H Kammoun, A Wali |
ICALT'2014, 2014 | 2014 | 0 |
| Arabic text recognition in video sequences MB Halima, H Karray, AM Alimi |
arXiv preprint arXiv:1308.3243, 2013 | 2013 | 31 |
| An interactive engine for multilingual video browsing using semantic content MB Halima, M Hamroun, SB Moussa, AM Alimi |
arXiv preprint arXiv:1308.3225, 2013 | 2013 | 16 |
| Arabic Text Recognition in Video Sequences M Ben Halima, H Karray, AM Alimi |
arXiv e-prints, arXiv: 1308.3243, 2013 | 2013 | 3 |
| Nf-savo: Neuro-fuzzy system for arabic video ocr MB Halima, A Alimi, AF Vila |
arXiv preprint arXiv:1211.2150, 2012 | 2012 | 33 |
| An Interactive Device for Quick Arabic News Story Browsing H Karray, M Kherallah, MB Halima, AM Alimi |
International Journal of Mobile Computing and Multimedia Communications�…, 2012 | 2012 | 1 |
| AVOCR: Arabic video OCR MB Halima, H Karray, AM Alimi |
2010 5th International Symposium On I/V Communications and Mobile Network, 1-4, 2010 | 2010 | 3 |
| A comprehensive method for Arabic video text detection, localization, extraction and recognition MB Halima, H Karray, AM Alimi |
Pacific-Rim Conference on Multimedia, 648-659, 2010 | 2010 | 32 |
| Simultaneous segmentation and recognition of Arabic printed text using linguistic concepts of vocabulary MB Halima, AM Alimi |
Document Recognition and Retrieval XVI 7247, 257-266, 2009 | 2009 | 1 |
| An interactive system for Extracting arabic lexicon from arabic newspaper text MB Halima, AM Alimi |
2008 International Conference on Innovations in Information Technology, 678-682, 2008 | 2008 | 2 |
| Restauration des images couleurs de documents arabes anciens bas�e sur les EDPs MB Halima, W Boussellaa, M Charfi, A Alimi |
Actes du 9�me Colloque International Francophone sur l'Ecrit et le Document�…, 2006 | 2006 | 5 |