Faten CHAIEB
- Efrei Research Lab
- Laboratoire CRISTAL, ENSI, Tunisie
Publications
Publications
A Novel Multi-User Deep-Learning Offloading Scheme for Virtual Try-On in 5G-Edge NetworksICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, France. pp.2797-2802, ⟨10.1109/ICC52391.2025.11161180⟩ |
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Approche deep learning pour la prédiction de trajectoire de piétons à partir de données fisheyeExtraction et Gestion des Connaissances, EGC'2025, Jan 2025, Strasboug, France |
VoiceTransformer pour la détection précoce des maladies neurodégénérativesExtraction et Gestion des Connaissances, EGC’2025, Jan 2025, Strasbourg, France |
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A Novel Lightweight Deep-Learning Offloading Scheme for Try-On in 5G-Edge NetworkICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, France. pp.1494-1499, ⟨10.1109/ICC52391.2025.11161369⟩ |
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ÉPI-ATTENTION : Une attention contextuelle adaptative pour la pertinence dynamique des caractéristiques dans les réseaux de neuronesEGC'2025 : Extraction et gestion des connaissances 2025, Jan 2025, Strasbourg, France. https://editions-rnti.fr/?inprocid=1002994 |
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Plateforme numérique pour la structuration et la valorisation des projets équestres à l’aide d’un graphe de connaissancesEquIA'2025, May 2025, Villejuif, France |
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Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction17th International Conference on Agents and Artificial Intelligence (ICAART 2025)-, Feb 2025, Porto, France. pp.102-111, ⟨10.5220/0013110800003890⟩ |
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Graphe de connaissances pour la modélisation des projets de recherche équestre23es Rencontres des Jeunes Chercheurs en Intelligence Artificielle, AFIA, Jun 2025, Dijon, France |
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KENDALL-ROFT: Kendall’s shape analysis with Rigid transformation and Optical Flow for Transformation-based micro-expression recognition22nd ACIVS (Advanced Concepts for Intelligent Vision Systems) (in conjunction with ASSP Conference), Jul 2025, Tokyo, Japan |
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A Deep Learning-Based Framework for Racket Sports Court Registration20th International Conference on Artificial Intelligence Applications and Innovations, Jun 2024, Corfu Greece, Greece. pp.17-29, ⟨10.1007/978-3-031-63219-8_2⟩ |
Decision-Making Approach for Early Plant Stress Detection from Hyperspectral Images16th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2024), Apr 2024, Ras Al Khaimah, United Arab Emirates. pp.181-192, ⟨10.1007/978-981-97-4985-0_15⟩ |
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ConViViT - A Deep Neural Network Combining Convolutions and Factorized Self-Attention for Human Activity Recognition2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), Sep 2023, Poitiers, France. pp.1-6, ⟨10.1109/MMSP59012.2023.10337696⟩ |
Réseaux de neurones profonds géométriques basés sur des transformations rigides et non rigides pour la reconnaissance de l’action humaineXXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France |
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KShapeNet : Réseau Riemannien dans l’espace de formes de Kendall pour la reconnaissance des expressions faciales11ème édition des ateliers de travail sur le Traitement et l'Analyse de l’Information : Méthodes et Applications (TAIMA 22), May 2022, Hammamet, Tunisie |
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Geometric Deep Neural Network using Rigid and Non-Rigid Transformations for Human Action Recognition2021 IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021, Montreal, France. pp.12591-12600, ⟨10.1109/ICCV48922.2021.01238⟩ |
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Geometric Deep Learning on Skeleton Sequences for 2D/3D Action Recognition15th International Conference on Computer Vision Theory and Applications, Feb 2020, Valletta, Portugal. pp.196-204, ⟨10.5220/0009161701960204⟩ |
3D Gait Recognition based on Functional PCA on Kendall's Shape Space2018 24th International Conference on Pattern Recognition (ICPR), Aug 2018, Beijing, France. pp.2130-2135, ⟨10.1109/ICPR.2018.8545040⟩ |
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A Multiscale Circum-ellipse Area Representation for Planar Shape RetrievalInternational Conference on Computer Vision Theory and Applications, Feb 2017, Porto, France. pp.398-404, ⟨10.5220/0006172803980404⟩ |
A New Multi-resolution Affine Invariant Planar Contour DescriptorInternational Conference on Image Analysis and Processing, Sep 2015, Genova, Italy. pp.494-505, ⟨10.1007/978-3-319-23234-8_46⟩ |
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Adaptive sparse representation of depth maps targeting view synthesis quality2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP), Sep 2013, Pula (CA), Italy. pp.317-321, ⟨10.1109/MMSP.2013.6659308⟩ |
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Progressive edge-preserving depth maps coding based on sparse representation2012 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON 2012), Oct 2012, Zurich, Switzerland. pp.1-4, ⟨10.1109/3DTV.2012.6365455⟩ |
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Piece-wise linear function estimation for platelet-based depth maps coding using edge detectionIS&T/SPIE Electronic Imaging, Jan 2012, Burlingame, California, United States. pp.82901C, ⟨10.1117/12.909286⟩ |
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Tuned sparse depth map coding using redundant predefined transform domain2012 19th IEEE International Conference on Image Processing (ICIP 2012), Sep 2012, Orlando, United States. pp.1309-1312, ⟨10.1109/ICIP.2012.6467108⟩ |
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Multi-resolution 3D Mesh Coding in MPEG2011 IEEE Visual Communications and Image Processing (VCIP), Nov 2011, Tainan, Taiwan. pp.1-4, ⟨10.1109/VCIP.2011.6116054⟩ |
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Segmentation of liver tumor using HMRF-EM algorithm with Bootstrap resampling5th International Symposium On I/V Communications and Mobile Network, Sep 2010, Rabat, Morocco. pp.1-4, ⟨10.1109/ISVC.2010.5656429⟩ |
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Shape approximation for efficient progressive mesh compression2010 17th IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Hong Kong, China. pp.3425-3428, ⟨10.1109/ICIP.2010.5653218⟩ |
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Complete and Stable Projective Harmonic Invariants for Planar Contours RecognitionProceedings of the Third International Conference on Computer Vision Theory and Applications, Jan 2008, Funchal, Madeira, Portugal. pp.111--116 |
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Implant trajectory estimation during femoral screw-plate osteosynthesis operationInternational Symposium Computational Modelling of Objects Represented in Images (CompIMAGE), Oct 2006, Coimbra, Portugal |
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Moving shadow detection with support vector domain description in the color ratios spaceProceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., Aug 2004, Cambridge, United Kingdom. pp.384-387 Vol.4, ⟨10.1109/ICPR.2004.1333783⟩ |
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3D Surface Reconstruction from Scattered Data Points Using a Set of Curves on a Three Dimensional SpaceInternational Symposium on Optical Science and Technology, July 7-11, 2002, Jul 2002, Seattle, United States. pp.176, ⟨10.1117/12.452344⟩ |
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Representations, Analysis and Recognition of Shape and Motion from Imaging DataSpringer International Publishing, 684, 2017, Communications in Computer and Information Science, ⟨10.1007/978-3-319-60654-5⟩ |
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KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition2020 |