Amel Aissaoui
- Centre for Digital Systems (CERI SN - IMT Nord Europe)
Présentation
I’m a research engineer at IMT NORD EUROPE since 2020. My research primarily focuses on human face reconstruction and recognition, with a particular focus on stereo and 3D methods. Subsequently, I expanded my research to encompass the analysis of facial expressions, including micro-expression. Presently, I am actively involved in the study of human motion analysis and neuromorphic vision, seeking to contribute novel insights to these fields. The overarching goal of my research is a thorough examination of perceptual and behavioral aspects related to human and face movement.
Domaines de recherche
Publications
Publications
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Motion Consistency Map for Facial Expression SpottingInternational Conference on Content-based Multimedia Indexing, Sep 2024, Reykjavík, Iceland |
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SMART-RD: Towards a Risk Assessment Framework for Autonomous Railway DrivingInternational Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2024, Rome, Italy |
Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans (France), France |
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BAREM: A multimodal dataset of individuals interacting with an e-service platformCBMI 2021 - Content-based Multimedia Indexing, Jun 2021, Lille / Virtual, France |
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Introducing FoxFaces: a 3-in-1 head datasetInternational Conference on Computer Vision Theory and Applications (VISAPP), Feb 2016, Porto, Portugal |
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Bi-modal Face Recognition - How combining 2D and 3D Clues Can Increase the PrecisionInternational Conference on Computer Vision Theory and Applications, Mar 2015, Berlin, Germany. pp.559 - 564, ⟨10.5220/0005359605590564⟩ |
Bimodal 2D-3D face recognition using a two-stage fusion strategyInternational Conference on Image Processing Theory, Tools and Applications, Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367146⟩ |
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DLBP: A novel descriptor for depth image based face recognitionIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.298-302, ⟨10.1109/ICIP.2014.7025059⟩ |
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Les histogrammes spatio-temporels pour la ré-identification de personnes dans les journaux télévisésCompression et Représentation des Signaux Audiovisuels (CORESA), May 2012, Lille, France. pp.article30 |
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Reconstruction 3D de visages dans un système de stéréovision basée sur les propriétés du visageCompression et Représentation des Signaux Audiovisuels (CORESA), May 2012, Lille, France. pp.article 21 |
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Fast Stereo Matching Method based on Optimized Correlation Algorithm for Face Depth EstimationInternational Conference on Computer Vision Theory and Applications (VISAPP 2012), Feb 2012, Rome, Italy. pp.377-380 |
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3D Face reconstruction in a binocular passive stereoscopic system using face properties7th Multitel Spring workshop on video analysis, Jun 2012, Mons, Belgium |
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3D face reconstruction in a binocular passive stereoscopic system using face propertiesInternational Conference on Image Processing (ICIP) 2012, Sep 2012, Orlando, FL, United States. pp.1789-1792, ⟨10.1109/ICIP.2012.6467228⟩ |
Reconnaissance de visage 2,5D par fusion de la texture et la profondeurjournée des doctorants de l'axe Interaction la Coopération et l'Image (ICI), Dec 2012, Lille, France |
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Ré-identification de personnes dans les journaux télévisés basée sur les Histogrammes spatio-temporelsExtraction et gestion des connaissances (EGC), 2012, Jan 2012, Bordeaux, France. pp.547-548 |
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Reconnaissance faciale à partir de vidéo stéréoscopiqueJournée Image, Vision et Reconnaissance des Formes, Jun 2011, Calais, France |
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Reconnaissance Bimodale de Visages par Fusion de Caractéristiques Visuelles et de ProfondeurVision par ordinateur et reconnaissance de formes [cs.CV]. Université Lille 1, 2014. Français. ⟨NNT : ⟩ |
Rapid and accurate face depth estimation in passive stereo systemsMultimedia Tools and Applications, 2013 |