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AHED ALBOODY

Enseignant-Chercheur
19
Documents
Affiliations actuelles
  • 1059165
Identifiants chercheurs
  • IdHAL ahed-alboody
  • ORCID 0000-0002-9555-7471
  • Google Scholar : https://scholar.google.fr/citations?user=DOoU5dEAAAAJ
Contact

Présentation

Research topics : Deep Learning ,Machine Learning, Computer vision, Human-Machine Interaction, 3D Hand Gesture Recognition, 3D POINT CLOUD, Hyperspectral and Multispectral Image Processing, Semantic Segmentation Current researchs : 1-Graph Neural Networks and Transformers for 3D Hand Gesture Recognition Using a Depth and Skeletal Dataset: Application on SHREC'17 and DHG datasets 2-Frugal Learning / Zero-Shot Learning of Semantic Segmentation Image : Application on COVERED (CollabOratiVE Robot Environment Dataset) for 3D Semantic Segmentation
Thématique de recherche : Deep Learning, Machine Learning, Vision par ordinateur, Interaction Homme-Machine, Reconnaissance 3D des gestes de la main, NUAGE DE POINTS 3D, Traitement d'images hyperspectrales et multispectrales, Segmentation sémantique Sujet de recherche en cours : 1- Graph Neural Networks (GNN) (réseaux de neurones en graphes) et Transformers pour la reconnaissance 3D des gestes de la main à l'aide d'un ensemble de données de profondeur et de squelette : application sur les ensembles de données SHREC'17 et DHG 2-Apprentissage Frugal / Apprentissage Zero-Shot pour la Segmentation Sémantique d'Image : Application sur des données COVERED (CollabOratiVE Robot Environment Dataset) pour la Segmentation Sémantique 3D

Domaines de recherche

Informatique [cs] Intelligence artificielle [cs.AI] Vision par ordinateur et reconnaissance de formes [cs.CV] Apprentissage [cs.LG] Réseau de neurones [cs.NE] Traitement du signal et de l'image [eess.SP]

Compétences

Deep Learning Machine Learning Computer vision Hyperspectral and Multispectral Image Processing Human-Machine Interaction 3D Hand Gesture Recognition 3D POINT CLOUD Pytorch, Keras, Tensorflow, Matlab, Python, C++

Publications

Image document

Artificial Intelligence Assistive Fire Detection and Seeing the Invisible Through Smoke using Hyperspectral and Multi-spectral Images

Ahed Alboody , Saeed Mian Qaisar , Gilles Roussel
13th International Conference on Electronics and Information Technologies (ELIT), IEEE, Sep 2023, Lviv, Ukraine
Communication dans un congrès hal-04220125v1
Image document

Réseau antagoniste génératif pour la fusion spatio-temporelle d'images satellitaires multi-spectrales

Amine Hadir , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France. pp.773-776
Communication dans un congrès hal-04129226v1
Image document

Complétion par apprentissage profond de séries temporelles d'images multi-spectrales à partir d'images hyper-spectrales

Cheick Tidiani Cissé , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Communication dans un congrès hal-03684726v1
Image document

A new deep learning method for multispectral image time series completion using hyperspectral data

Cheick Tidiani Cissé , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
47th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. pp.1546-1550, ⟨10.1109/ICASSP43922.2022.9747895⟩
Communication dans un congrès hal-03540379v1
Image document

DeepSen3: Deep multi-scale learning model for spatial-spectral fusion of Sentinel-2 and Sentinel-3 remote sensing images

Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte , Cédric Jamet
12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2022, Sep 2022, Rome, Italy. ⟨10.1109/WHISPERS56178.2022.9955139⟩
Communication dans un congrès hal-03714846v1

Change Detection Types of Buildings in Aleppo Citadel Urban Area During Syrian Crisis Using Self-Organizing Maps Neural Networks and VHR Quickbird & Worldview-2 Satellite Images

Bashar Sabouh , Ahed Alboody , Mohamad Najib Salah , Ghadir Hmeidan
IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France. pp.4376-4379, ⟨10.1109/IGARSS47720.2021.9554581⟩
Communication dans un congrès hal-03512221v1
Image document

Experimental comparison of multi-sharpening methods applied to Sentinel-2 MSI and Sentinel-3 OLCI images

Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte , Cédric Jamet
11th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS), Mar 2021, Amsterdam, Netherlands. pp.293, ⟨10.1109/WHISPERS52202.2021.9484009⟩
Communication dans un congrès hal-03157209v1

Apprentissage profond et fusion des images hyperspectrales (Sentinel-3 OLCI, AVIRIS, HICO) et multi-spectrales (Sentinel-2, Lansat8 OLI) pour l'extraction des attributs (couleur de l'océan)

Ahed Alboody , Matthieu Puigt , Gilles Roussel
GdR ISIS (Groupement de Recherche - Information Signal Image Vision) : Extraction d'attributs et apprentissage pour l'analyse des images de télédétection, Oct 2020, Virtuel, France
Communication dans un congrès hal-03471612v1
Image document

Modeling Topological Relations between Uncertain Spatial Regions in Geo-spatial Databases: Uncertain Intersection and Difference Topological Model

Ahed Alboody , Florence Sèdes , Jordi Inglada
2nd International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA.2010), Apr 2010, Les Menuires, France. pp.56-68, ⟨10.1109/DBKDA.2010.28⟩
Communication dans un congrès hal-03763194v1
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Fuzzy Intersection and Difference Model for Topological Relations

Ahed Alboody , Florence Sèdes , Jordi Inglada
International Fuzzy Systems Association World Congress and Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2009), European Society for Fuzzy Logic and Technology, Jul 2009, Lisbon, Portugal. pp.1079-1084
Communication dans un congrès hal-03512741v1

Geo-Spatio-Temporal Ontology for GIR on the Web

Ahed Alboody , Florence Sèdes , Jordi Inglada
Workshop on Geographic Information on the Internet (GIIW 2009) @ ECIR 2009, Apr 2009, Toulouse, France. pp.1-12
Communication dans un congrès hal-03765450v1

Multi-level Topological Relations of the Spatial Reasoning System RCC-8

Ahed Alboody , Florence Sèdes , Jordi Inglada
1st International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2009), Mar 2009, Gosier, France. pp.13-21, ⟨10.1109/DBKDA.2009.13⟩
Communication dans un congrès hal-03512746v1

Analysis of Satellite Imagery for Updating Spatio-Temporal Databases: Application to GIS and CLC

Ahed Alboody , Florence Sèdes , Jordi Inglada
5th International Conference on Geographic Information Systems (ICGIS 2008), Jul 2008, Istanbul, Turkey. pp.102-110
Communication dans un congrès hal-03771538v1
Image document

Post-classification and spatial reasoning: new approach to change detection for updating GIS database

Ahed Alboody , Florence Sèdes , Jordi Inglada
3rd International Conference on Information and Communication Technologies: From Theory to Applications (ICTTA 2008), Apr 2008, Damascus, Syria. pp.1-7, ⟨10.1109/ICTTA.2008.4530039⟩
Communication dans un congrès hal-03512759v1

Enriching the Qualitative Spatial Reasoning System RCC8

Ahed Alboody , Florence Sèdes , Jordi Inglada
Qualitative Spatio-Temporal Representation and Reasoning, IGI Global, pp.203-254, 2012, Advances in Geospatial Technologies, 978-1616928681. ⟨10.4018/978-1-61692-868-1.ch006⟩
Chapitre d'ouvrage hal-03512655v1