ALBOODY Ahed

Research team

Engineering and Numerical Tools

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Educational activities

• Disciplines : Programming (C , C++, Python, Matlab), Big Data, Computer vision, Machine Learning, Deep learning, Administration Information Systems, Electronics
• Level : Preparatory cycle, 1st and 2nd year engineers, 

Research interests

• Deep Learning
• Machine Learning
• Computer vision
• Human-Machine Interaction
• Hyperspectral and Multispectral Image Processing
• Industrial vision and vision systems for plastic sorting and plant/vegetation inspection.

Current research programs

• Frugal learning for LIDAR (3D POINT CLOUD) semantic segmentation
• Frugal learning for Hand gesture recognition

Scientific animation and laboratory life

Member of the organizing committee:

• Member of the Technical Program Committee of the Second International Conference on Advances in Databases, Knowledge, Applications and Data (DBKDA 2009 and 2010) http://www.iaria.org/conferences2010/ComDBKDA10.html
• 1 day of research, innovation and creation of master

Reviewer: https://orcid.org/my-orcid?orcid=0000-0002-9555-7471

• international journals (journal, The IEEE Transactions on Neural Networks and Learning Systems,  IEEE Transactions on Geoscience and Remote Sensing, Electronics (ISSN 2079-9292; CODEN: ELECGJ)

Publications

• 3 articles in international journals
• 3 papers in international conferences
• 1 paper in a national conference
• 1 thesis
• 1 master’s thesis
• 1 thesis for a final year project

Selected publications

CV de AHED ALBOODY: https://cv.hal.science/ahed-alboody

• Ahed Alboody, Saeed Mian Qaisar, Gilles Roussel. Artificial Intelligence Assistive Fire Detection and Seeing the Invisible Through Smoke using Hyperspectral and Multi-spectral Images. 13th International Conference on Electronics and Information Technologies (ELIT), IEEE, Sep 2023, Lviv, Ukraine. doi: http://10.1109/ELIT61488.2023.10310745
• Alboody, A.; Vandenbroucke, N.; Porebski, A.; Sawan, R.; Viudes, F.; Doyen, P.; Amara, R. A New Remote Hyperspectral Imaging System Embedded on an Unmanned Aquatic Drone for the Detection and Identification of Floating Plastic Litter Using Machine Learning. Remote Sens. 2023, 15, 3455. https://doi.org/10.3390/rs15143455
• A. Alboody, M. Puigt, G. Roussel, V. Vantrepotte, C. Jamet and T. -K. Tran, “Deepsen3: Deep Multi-Scale Learning Model For Spatial-Spectral Fusion Of Sentinel-2 And Sentinel-3 Remote Sensing Images,” 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Rome, Italy, 2022, pp. 1-5, http://10.1109/WHISPERS56178.2022.9955139
• Amine Hadir, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, et al.. Réseau antagoniste génératif pour la fusion spatio-temporelle d’images satellitaires multi-spectrales. XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France. pp.773-776. https://ulco.hal.science/hal-04129226/document
• Chatelain, P.; Delmaire, G.; Alboody, A.; Puigt, M.; Roussel, G. Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves. Sensors 2021, 21, 7616. https://doi.org/10.3390/s21227616
• Alboody, A. Sèdes, F., and Inglada, J., (2012). Enriching the Qualitative Spatial Reasoning System RCC8. In “Computer Science & IT Book Chapter”: Qualitative Spatio-Temporal Representation and Reasoning: Trends and Future Directions. Shyamanta M Hazarika (Eds.), IGI Global, Information Science Reference, 2012. https://www.igi-global.com/chapter/enriching-qualitative-spatial-reasoning-system/66760
• Alboody, A. Sèdes, F., and Inglada, J., (2010). Modelling Topological Relations between Uncertain Spatial Regions in Geo-spatial Databases: Uncertain Intersection and Difference Topological Model. In Second IEEE International Conference on Advances in Databases, Knowledge, and Data Applications (IEEE-DBKDA2010), pp. 7-15, 2010. https://doi.org/10.1109/DBKDA.2010.28
• Alboody, A. Sèdes, F., and Inglada, J., (2009). Fuzzy Intersection and Difference Model for Topological Relations. In International Fuzzy Systems Association World Congress and Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2009), pp. 1079-1084, 2009. https://hal.science/hal-03512741/file/Fuzzy_Intersection_and_Difference_Model_for_Topolo.pdf
• Alboody, A. Sèdes, F., and Inglada, J., (2009). Multi-Level Topological Relations of the Spatial Reasoning System RCC-8. In First IEEE International Conference on Advances in Databases, Knowledge, and Data Applications (IEEE-DBKDA 2009), pp. 13-21, 2009. doi:  http://10.1109/DBKDA.2009.13