The publications list of TSI Team  2010-2023


  • Sahnoune Abdelkrim, Dahmani Djamila, Aouat Saliha. ''Enhanced Hybrid Skin Detection method using Multiple 3D Volumes and Threshold Optimization'', ICICT 2024 - International Congress & Excellence Awards
  • Sahnoune Abdelkrim, Dahmani Djamila, Aouat Saliha. ''A Novel Rule-Based Skin Detection Method using Principal Component Analysis-Based Dimensionality Reduction and Individual Contributionon Principal Components''AICCSA – ACS/IEEE, 2023
  • R. Bouarroudj, F. Souami and F. Z. Bellala, "Fragile watermarking for medical image authentication based on DCT technique," 2023 5th International Conference on Pattern Analysis and Intelligent Systems (PAIS), Sétif, Algeria, 2023, pp. 1-6, doi: 10.1109/PAIS60821.2023.10322029.
  • Slimani, K., Khoulji, S., & Kerkeb, M. L. (2023). Advancements and challenges in energy-efficient 6G mobile communication network. In E3S Web of Conferences (Vol. 412, p. 01036). EDP Sciences.


  • Aiouez, S., Hamitouche, A., Belmadoui, M. S., Belattar, K., & Souami, F. (2022). Real-time Arabic Sign Language Recognition based on YOLOv5. In IMPROVE (pp. 17-25).
  •   Belattar, K., Ait Mehdi, M., Ridane, M., & Ahmed Chaouch, L. (2022, November). An Optimized MSER Using Bat Algorithm for Skin Lesion Detection. In International Conference on Artificial Intelligence: Theories and Applications (pp. 79-93). Cham: Springer Nature Switzerland.
  • Kenoui, M., & Mehdi, M. A. (2022, September). Collaborative Learning Environment over Internet Using Augmented Reality and Voice Interaction. In 2022 International Conference on Advanced Aspects of Software Engineering (ICAASE) (pp. 1-8). IEEE.
  • Ait Mehdi, M., Belattar, K., & Souami, F. (2022, September). An Enhanced Blood Cell Counting System Using Swin Transformer with Dynamic Head and KNN Model. In Artificial Intelligence Doctoral Symposium (pp. 95-106). Singapore: Springer Nature Singapore.
  • Belattar, K., Zemali, E. A., Baouni, S., & Dehni, S. (2022). Parallel multiple DNA sequence alignment using genetic algorithm and asynchronous advantage actor critic model. International Journal of Bioinformatics Research and Applications18(5), 460-478.
  • Belattar, K., Mehadjbia, A., Bala, A., & Kechida, A. (2022). An embedded system-based hand-gesture recognition for human-drone interaction. International Journal of Embedded Systems15(4), 333-343.
  • Mehadjbia, A., Belattar, K., & Hasnaoui, F. S. (2022, November). Computer-Aided Diagnosis Based on DenseNet201 Architecture for Psoriasis Classification. In EAI International Conference on Computational Intelligence and Communications (pp. 43-57). Cham: Springer Nature Switzerland.
  • SLIMANI, K., RUICHEK, Y., & MESSOUSSI, R. (2022). Compound facial emotional expression recognition using cnn deep features. Engineering Letters30(4).



  • DAHMANI, Djamila, CHEREF, Mehdi, et LARABI, Slimane. Zero-sum game theory model for segmenting skin regions. Image and Vision Computing, 2020, vol. 99, p. 103925.
  • Dahmani Djamila, Larabi Slimane, Djelouah Sihame, Benhebbadj Nafissa, and Cheref Mehdi. "Melanoma Detection System based on a Game Theory Model." In VISIGRAPP (5: VISAPP), pp. 703-711. 2020.
  • Sahnoune Abdelkrim, Djamila Dahmani, and Aouat Saliha. "A Rule Based Human Skin Detection Method in CMYK Color Space." In International Symposium on Modelling and Implementation of Complex Systems, pp. 233-247. Cham: Springer International Publishing, 2020.
  • Sabrina, A. B., Feryel, S., & Khadidja, B. (2020, May). High-level image representation-based on Gestalt theory for image classification. In 2020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP) (pp. 186-192). IEEE.
  • El Houda Slimani, K. N., Benezeth, Y., & Souami, F. (2020, January). Learning bag of spatio-temporal features for human interaction recognition. In Twelfth International Conference on Machine Vision (ICMV 2019) (Vol. 11433, p. 1143302). SPIE.
  • Kenoui, M., & Mehdi, M. A. (2020, May). Teach-Me DNA: an Interactive Course Using Voice Output in an Augmented Reality System. In 2020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP) (pp. 260-265). IEEE.
  • Slimani, K., Kas, M., El Merabet, Y., Ruichek, Y., & Messoussi, R. (2020). Local feature extraction based facial emotion recognition: A survey. International Journal of Electrical and Computer Engineering10(4), 4080.
  • Bourekkadi, S., Slimani, K., Babounia, A., Moumen, A., Hannaoui, M., Fakhri, Y., & Khoulji, S. (2020, March). Modeling of an Intelligent Information System Serving the Environment: Water Resources. In Proceedings of the 4th Edition of International Conference on Geo-IT and Water Resources 2020, Geo-IT and Water Resources 2020 (pp. 1-7).



  • Mouna, K., & Mohamed, A. M. (2019, November). 3D Natural Interaction for an Augmented Reality System. In 2019 International Conference on Advanced Electrical Engineering (ICAEE) (pp. 1-6). IEEE.
  • Slimani, K. N. E. H., Slimani, H., Benezeth, Y., & Souami, F. (2019). Learning bag of spatio-temporal features for human interaction recognition. In 12th International Conference on Machine Vision (ICMV).
  • Slimani, K., Lekdioui, K., Messoussi, R., & Touahni, R. (2019, March). Compound facial expression recognition based on highway CNN. In Proceedings of the new challenges in data sciences: acts of the second conference of the Moroccan Classification Society (pp. 1-7).
  • Dahmani Djamila, Larabi Slimane, and Mehdi Cheref. "Efficient representation of size functions based on moments theory." Multimedia Tools and Applications 78 (2019): 27957-27982.
  • Noman, W., Slimani, K., & Hadi, M. Y. (2019). Facial emotion analysis as a motive for educational and scientific cognition. Proceedings of the 32nd International Business Information Management Association.


Rouigueb, A., Nadil, M., & Tikourt, A. (2017). Frame Selection for Text-independent Speaker Recognition. In SIGMAP (pp. 51-57).


Nadil, M., Souami, F., Labed, A., & Sahbi, H. (2016). KCCA-based technique for profile face identification. EURASIP Journal on Image and Video Processing2017(1), 1-13.

Bellala, F. Z. (2016). Indexation d’images et recherche d’objets (Doctoral dissertation, Faculté d'Electronique et d'Informatique).




  • Dahmani Djamila, and Larabi Slimane. "User-independent system for sign language finger spelling recognition." Journal of Visual Communication and Image Representation 25, no. 5 (2014): 1240-1250.
  • Bellala, F. Z., & Souami, F. (2014). A genetic algorithm-based clustering and two-scan labelling for colour image segmentation. International Journal of Computational Vision and Robotics 244(1-2), 86-98.
  • Dahmani, D. (2014). Elaboration d'un système de reconnaissance de l'epellation digitale de la langue des signes (Doctoral dissertation, Faculté d'Electronique et d'Informatique).
  • Aiouez, S. (2014). Analyse du contenu des images pour leur interprétation et leur indexation par leur contenu visuel (Doctoral dissertation).
  • Mehdi, M. A., Chergui, M. E. A., & Abbas, M. (2014). An improved method for solving multiobjective integer linear fractional programming problem. Advances in Decision Sciences2014.


  • Belahbib, F. Z. B., & Souami, F. (2012, December). Color image segmentation by a genetic algorithm based clustering and connected component labeling. In 2012 24th International Conference on Microelectronics (ICM) (pp. 1-4). IEEE.
  • Djamila, D., Soumia, B., & Larabi, S. (2012, February). USER INDEPENDENT SYSTEM FOR RECOGNITION OF HAND POSTURES USED IN SIGN LANGUAGE. In International Conference on Pattern Recognition Applications and Methods (Vol. 2, pp. 581-584). SCITEPRESS.


  • Belahbib, F. Z. B., & Souami, F. (2011, July). Genetic algorithm clustering for color image quantization. In 3rd European Workshop on Visual Information Processing (pp. 83-87). IEEE.
  • Dahmani Djamila, and Larabi Slimane. "User Independent System of Hand Postures Recognition Using Part-Based Shape Representation." In 2011 Seventh International Conference on Signal Image Technology & Internet-Based Systems, pp. 366-373. IEEE, 2011.


  • Djamila Dahmani "Hand Postures Recognition Using Quadratic Curves and Shape TextualDescriptor". International Conferences computer graphics, Visualization,Computer Vision and Image Processing IADIS2010: 391-395.
  • Vold, T., Yildirim, S., Ree-Lindstad, N., & Souami, F. (2010, April). Enhanced learning outcome using participative role play simulation. In 2010 9th International Conference on Information Technology Based Higher Education and Training (ITHET) (pp. 75-78). IEEE.