Profile Sourour Njah
First Name
Sourour
Last Name
Njah
Address
Route de Mahdia Km9 Sfax 3054, BP 119
Zip code
3038
Biography
Sourour Njah is an IEEE member and member of REGIM-Lab (LR11ES48 http://regim.org/). She is an assistant professor at the High Institute of Commerce of Sfax. She received her PhD in Computer Engineering in 2013 from National School of Engineers of Sfax. She got her master in computer science applied in management in 1998. Her research domains are cursive handwriting analysis, theories of perception, recognition, online handwriting, reading and writing models, fuzzy logic and genetic algorithms, artificial intelligence.
Research Interests
Cursive handwriting analysis, Theories of perception, On-line handwriting recognition, Reading and writing models, Artificial intelligence
H-index: 13 Total citation: 324
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| 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 | 23 |
| ASAR 2021 Competition on Online Arabic Word Recognition H Akouaydi, H Boubaker, S Njah, M Zaied, AM Alimi |
International Conference on Document Analysis and Recognition, 390-401, 2021 | 2021 | 1 |
| 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 | 5 |
| 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, 14075-14100, 2021 | 2021 | 16 |
| 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 | 28 |
| Convolutional neural networks for online arabic characters recognition with beta-elliptic knowledge domain H Akouaydi, S Njah, W Ouarda, A Samet, M Zaied, AM Alimi |
2019 International Conference on Document Analysis and Recognition Workshops�…, 2019 | 2019 | 18 |
| 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 | 10 |
| 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 | 6 |
| 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 | 11 |
| Decision trees based on perceptual codes for on-line Arabic character recognition H Akouaydi, S Abdelhedi, S Njah, M Zaied, AM Alimi |
2017 1st International Workshop on Arabic Script Analysis and Recognition�…, 2017 | 2017 | 16 |
| Android Application for handwriting segmentation using PerTOHS theory H Akouaydi, S Njah, AM Alimi |
Ninth International Conference on Machine Vision (ICMV 2016) 10341, 73-77, 2017 | 2017 | 11 |
| Linguistic interpretation for on-line handwriting using PerTOHS theory S Njah, H Bezine, AM Alimi |
16th International Graphonomics Society (IGS), 175-178, 2013 | 2013 | 5 |
| Genetic algorithms for perceptual codes extraction M Ltaief, S Njah, H Bezine, AM Alimi |
Journal of Intelligent Learning Systems and Applications 4 (4), 255-265, 2012 | 2012 | 18 |
| Mayastroun: A multilanguage handwriting database S Njah, BB Nouma, H Bezine, AM Alimi |
2012 international conference on frontiers in handwriting recognition, 308-312, 2012 | 2012 | 25 |
| The pertohs theory for on-line handwriting segmentation S Njah, M Ltaief, H Bezine, AM Alimi |
International Journal of Computer Science Issues (IJCSI) 9 (5), 142, 2012 | 2012 | 23 |
| Towards an educational tool for Arabic handwriting learning M Hammadi, H Bezine, S Njah, AM Alimi |
International conference on education and e-learning innovations, 1-6, 2012 | 2012 | 10 |
| A fuzzy genetic system for segmentation of on-line handwriting: Application to ADAB database S Njah, H Bezine, AM Alimi |
2011 IEEE 5th international workshop on genetic and evolutionary fuzzy�…, 2011 | 2011 | 17 |
| On-line arabic handwriting segmentation via perceptual codes: application to MAYASTROUN database S Njah, H Bezine, AM Alimi |
Eighth International Multi-Conference on Systems, Signals & Devices, 1-5, 2011 | 2011 | 17 |
| A new encoding system: application to on-line Arabic handwriting S Njah, H Bezine, AM Alimi |
2010 12th international conference on Frontiers in handwriting recognition�…, 2010 | 2010 | 18 |
| A new approach for the extraction of handwriting perceptual codes using fuzzy logic S Njah, H Bezine, AM Alimi |
ICFHR, 302-307, 2008 | 2008 | 15 |
| Identification des fonts arabes anciennes par r�seaux de neurones H Bezine, S Njah, AM Alimi |
Atelier sur la Num�risation de l’Ecrit Ancien et des GRAndes Masses de�…, 2006 | 2006 | 3 |
| Reconnaissance en ligne des chiffres manuscrits par r�seaux de neurones en utilisant l’approche “b�ta-circulaire” S Njah |
Reconnaissance en ligne des chiffres manuscrits par r�seaux de neurones en�…, 2003 | 2003 | 5 |
| Recognition of on-line handwritten digits by neural networks using circular and beta approaches M Kherallah, S Njah, AM Alimi, N Derbel |
IEEE International Conference on Systems, Man and Cybernetics 2, 164-169, 2002 | 2002 | 23 |