Publications

TIMELINE OF RESEARCH TOPICS
 
 
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28 documents

Journal articles9 document

  • Ben Veldhuijzen, Remco Veltkamp, Omar Ikne, Benjamin Allaert, Hazem Wannous, et al.. SHREC 2024: Recognition of dynamic hand motions molding clay. Computers and Graphics, 2024, 123, pp.104012. ⟨10.1016/j.cag.2024.104012⟩. ⟨hal-04823611⟩
  • Mohammed Mallik, Benjamin Allaert, E. Egea-Lopez, D.P. Gaillot, J. Wiart, et al.. EME-CNTK: Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction. IEEE Access, 2024, 12, pp.49476 - 49488. ⟨10.1109/ACCESS.2024.3380835⟩. ⟨hal-04537011⟩
  • Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chaabane Chabane Djeraba, Mohammed Bennamoun. A comparative study on Optical Flow for Facial Expression Analysis. Neurocomputing, 2022, ⟨10.1016/j.neucom.2022.05.077⟩. ⟨hal-03684137⟩
  • Mohammed Mallik, Angesom Ataklity Tesfay, Benjamin Allaert, Rédha Kassi, Esteban Egea-Lopez, et al.. Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs. Sensors, 2022, 22 (24), pp.9643. ⟨10.3390/s22249643⟩. ⟨hal-03919067⟩
  • Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba, et al.. Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction. IEEE Transactions on Image Processing, 2021, pp.1-1. ⟨10.1109/TIP.2021.3129120⟩. ⟨hal-03464124⟩
  • Romain Belmonte, Benjamin Allaert, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, et al.. Impact of Facial Landmark Localization on Facial Expression Recognition. IEEE Transactions on Affective Computing, 2021, 14 (2), pp.1267 - 1279. ⟨10.1109/TAFFC.2021.3124142⟩. ⟨hal-03425656⟩
  • Delphine Poux, Benjamin Allaert, José Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, et al.. Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation. Multimedia Tools and Applications, In press. ⟨hal-02859856⟩
  • Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba. Micro and macro facial expression recognition using advanced Local Motion Patterns. IEEE Transactions on Affective Computing, 2019, ⟨10.1109/TAFFC.2019.2949559⟩. ⟨hal-02428528⟩
  • B. Allaert, J. Mennesson, Ioan Marius Bilasco, C. Djeraba. Impact of the face registration techniques on facial expressions recognition. Signal Processing: Image Communication, 2018, 61, pp.44-53. ⟨10.1016/j.image.2017.11.002⟩. ⟨hal-01644769v2⟩

Conference papers17 document

  • Omar Ikne, Benjamin Allaert, Hazem Wannous. AG-MAE: Anatomically Guided Spatio-Temporal Masked Auto-Encoder for Online Hand Gesture Recognition. International Conference on 3D Vision, Mar 2025, Singapour, Malaysia. ⟨hal-04793721⟩
  • Ouala Benjemaa, Amel Aissaoui, Benjamin Allaert, Ioan Marius Bilasco. Motion Consistency Map for Facial Expression Spotting. International Conference on Content-based Multimedia Indexing, Sep 2024, Reykjavík, Iceland. ⟨hal-04654155⟩
  • Omar Ikne, Benjamin Allaert, Hazem Wannous. Skeleton-based Self-Supervised Feature Extraction for Improved Dynamic Hand Gesture Recognition. International Conference on Automatic Face and Gesture Recognition, May 2024, Istanbul (Turquie), France. ⟨hal-04551730v3⟩
  • Justin Bescop, Nicolas Goeman, Amel Aissaoui, Benjamin Allaert, Jean-Philippe Vandeborre. SMART-RD: Towards a Risk Assessment Framework for Autonomous Railway Driving. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2024, Rome, Italy. ⟨hal-04406150⟩
  • Oussama Sbai, Benjamin Allaert, Patrick Sondi, Ahmed Meddahi. SIP-DDoS: SIP Framework for DDoS Intrusion Detection based on Recurrent Neural Networks. International Conference on Machine Learning for Networking, Oct 2023, Paris, France. ⟨hal-04256565v2⟩
  • Aymeric Koenig, Benjamin Allaert, Emmanuel Renaux. NEURAL-UML: Intelligent Recognition System of Structural Elements in UML Class Diagram. 5th Workshop on Artificial Intelligence and Model-driven Engineering, Oct 2023, Västerås, Sweden. ⟨10.1109/MODELS-C59198.2023.00099⟩. ⟨hal-04254763⟩
  • Sami Barchid, Benjamin Allaert, Amel Aissaoui, José Mennesson, Chaabane Chabane Djeraba. Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras. 20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans (France), France. ⟨hal-04141831⟩
  • Mohammed Mallik, Benjamin Allaert, Angesom Tesfay, Davy Gaillot, Joe Wiart, et al.. EME-GAN: A Conditional Generative Adversarial Network based Indoor EMF Exposure Map Reconstruction. 29Â Colloque sur le traitement du signal et des image, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.745-748. ⟨hal-04210419⟩
  • Romain Belmonte, Amel Aissaoui, Sofiane Mihoubi, Benjamin Allaert, José Mennesson, et al.. BAREM: A multimodal dataset of individuals interacting with an e-service platform. CBMI 2021 - Content-based Multimedia Indexing, Jun 2021, Lille / Virtual, France. ⟨hal-03263944⟩
  • Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba. Etude de l’apport de la reconstruction des régions occultées du visage pour la reconnaissance des expressions. CORESA, Nov 2018, Poitiers, France. ⟨hal-01993650⟩
  • Delphine Poux, Benjamin Allaert, José Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, et al.. Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement. International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France. ⟨hal-01845363⟩
  • Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba. Consistent Optical Flow Maps for full and micro facial expression recognition. VISAPP, Feb 2017, Porto, Portugal. pp.235-242, ⟨10.5220/0006127402350242⟩. ⟨hal-01503522⟩
  • Benjamin Allaert, José Mennesson, Ioan Marius Bilasco. EmoGame: Towards a Self-Rewarding Methodology for Capturing Children Faces in an Engaging Context. 7th International Workshop, HBU 2016 at ACMMM 2016 , Oct 2016, Amsterdam, Netherlands. ⟨10.1007/978-3-319-46843-3_1⟩. ⟨hal-01380611⟩
  • José Mennesson, Benjamin Allaert, Ioan Marius Bilasco. Fast head turns detection in low quality videos using optical flow. Reconnaissance des Formes et l'Intelligence Artificielle (RFIA), Jun 2016, Clermont-Ferrand, France. ⟨hal-01542994⟩
  • Benjamin Allaert, José Mennesson, Ioan Marius Bilasco, Chaabane Djeraba. Etude de la dynamique du visage en situation d'interaction naturelle. COmpression et REprésentation des Signaux Audiovisuels (CORESA) 2016, May 2016, Nancy, France. ⟨hal-01306045⟩
  • José Mennesson, Benjamin Allaert, Ioan Marius Bilasco, Nico van Der Aa, Alexandre A. J. Denis, et al.. Faces and Thoughts: An Empathic Dairy. IEEE International Conference on Automatic Face and Gesture Recognition, IEEE, May 2015, Ljubljana, Slovenia. ⟨hal-01150212⟩
  • Benjamin Allaert, Ioan Marius Bilasco, Adel Lablack. Vers une reconnaissance d'état affectif à base de mouvements du haut du corps et du visage. Colloque National Compression et Représentation des Signaux Audiovisuels (CORESA), Nov 2014, Reims, France. ⟨hal-01150213⟩

Books1 document

  • Benjamin Allaert, Romain Belmonte, Ioan Marius Bilasco, Pierre Tirilly, Chaabane Djeraba. Face Analysis Under Uncontrolled Conditions: From Face Detection to Expression Recognition. 2022. ⟨hal-03835331⟩

Theses1 document

  • Benjamin Allaert. Analyse des expressions faciales dans un flux vidéo. Informatique [cs]. Université de Lille, 2018. Français. ⟨NNT : ⟩. ⟨tel-04414546⟩

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