Search Results - "Allaert, Benjamin"

Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns by Allaert, Benjamin, Bilasco, Ioan Marius, Djeraba, Chaabane

“…In this paper, we develop a new method that recognizes facial expressions, on the basis of an innovative Local Motion Patterns (LMP) feature. The LMP feature…”
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Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs by Mallik, Mohammed, Tesfay, Angesom Ataklity, Allaert, Benjamin, Kassi, Redha, Egea-Lopez, Esteban, Molina-Garcia-Pardo, Jose-Maria, Wiart, Joe, Gaillot, Davy P, Clavier, Laurent

“…With the ongoing fifth-generation cellular network (5G) deployment, electromagnetic field exposure has become a critical concern. However, measurements are…”
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Facial expressions analysis under occlusions based on specificities of facial motion propagation by Poux, Delphine, Allaert, Benjamin, Mennesson, Jose, Ihaddadene, Nacim, Bilasco, Ioan Marius, Djeraba, Chaabane

“…Although much progress has been made in the facial expression analysis field, facial occlusions are still challenging. The main innovation brought by this…”
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Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction by Mallik, Mohammed, Allaert, Benjamin, Egea-Lopez, Esteban, Gaillot, Davy P., Wiart, Joe, Clavier, Laurent

“…Electromagnetic field exposure (EMF) has grown to be a critical concern as a consequence of the ongoing installation of fifth-generation cellular networks…”
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Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction by Poux, Delphine, Allaert, Benjamin, Ihaddadene, Nacim, Bilasco, Ioan Marius, Djeraba, Chaabane, Bennamoun, Mohammed

“…Video facial expression recognition is useful for many applications and received much interest lately. Although some methods give good results in controlled…”
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Impact of Facial Landmark Localization on Facial Expression Recognition by Belmonte, Romain, Allaert, Benjamin, Tirilly, Pierre, Bilasco, Ioan Marius, Djeraba, Chaabane, Sebe, Nicu

“…Although facial landmark localization (FLL) approaches are becoming increasingly accurate in identifying facial components, one question remains unanswered:…”
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EME-CNTK: Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction by Mallik, Mohammed, Allaert, Benjamin, Egea-Lopez, E., Gaillot, D.P., Wiart, J., Clavier, L.

“…Electromagnetic field (EMF) exposure has grown to be a critical concern as a consequence of the ongoing installation of fifth-generation cellular networks…”
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A comparative study on optical flow for facial expression analysis by Allaert, B., Ward, I.R., Bilasco, I.M., Djeraba, C., Bennamoun, M.

“…Optical flow techniques are becoming increasingly performant and robust when estimating motion in a scene, but their performance has yet to be proven in the…”
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SHREC 2024: Recognition of dynamic hand motions molding clay by Veldhuijzen, Ben, Veltkamp, Remco C., Ikne, Omar, Allaert, Benjamin, Wannous, Hazem, Emporio, Marco, Giachetti, Andrea, LaViola, Joseph J., He, Ruiwen, Benhabiles, Halim, Cabani, Adnane, Fleury, Anthony, Hammoudi, Karim, Gavalas, Konstantinos, Vlachos, Christoforos, Papanikolaou, Athanasios, Romanelis, Ioannis, Fotis, Vlassis, Arvanitis, Gerasimos, Moustakas, Konstantinos, Hanik, Martin, Nava-Yazdani, Esfandiar, von Tycowicz, Christoph

“…Gesture recognition is a tool to enable novel interactions with different techniques and applications, like Mixed Reality and Virtual Reality environments…”
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Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation by Poux, Delphine, Allaert, Benjamin, Mennesson, José, Ihaddadene, Nacim, Bilasco, Ioan Marius, Djeraba, Chaabane

“…Although much progress has been made in the facial expression analysis field, facial occlusions are still challenging. The main innovation brought by this…”
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Skeleton-Based Self-Supervised Feature Extraction for Improved Dynamic Hand Gesture Recognition by Ikne, Omar, Allaert, Benjamin, Wannous, Hazem

“…Human-computer interaction (HCI) has become integral to modern life, especially in digital environments. However, challenges persist in utilizing hand gestures…”
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Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform by Henriques, Bruno, Allaert, Benjamin, Vandeborre, Jean-Philippe

“…With the growing demand for immersive digital applications, the need to understand and reconstruct 3D scenes has significantly increased. In this context,…”
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NEURAL-UML: Intelligent Recognition System of Structural Elements in UML Class Diagram by Koenig, Aymeric, Allaert, Benjamin, Renaux, Emmanuel

“…Design models are essential for many tasks in software engineering, such as consistency checking, code generation and design-to-code tracing. Unfortunately,…”
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eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis by Ikne, Omar, Allaert, Benjamin, Bilasco, Ioan Marius, Wannous, Hazem

“…Many existing facial expression recognition (FER) systems encounter substantial performance degradation when faced with variations in head pose. Numerous…”
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Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras by Barchid, Sami, Allaert, Benjamin, Aissaoui, Amel, Mennesson, José, Djéraba, Chaabane

“…Facial Expression Recognition (FER) is an active research domain that has shown great progress recently, notably thanks to the use of large deep learning…”
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Optical Flow Techniques for Facial Expression Analysis -- a Practical Evaluation Study by Allaert, Benjamin, Ward, Isaac Ronald, Bilasco, Ioan Marius, Djeraba, Chaabane, Bennamoun, Mohammed

“…Optical flow techniques are becoming increasingly performant and robust when estimating motion in a scene, but their performance has yet to be proven in the…”
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BAREM: A multimodal dataset of individuals interacting with an e-service platform by Belmonte, Romain, Aissaoui, Amel, Mihoubi, Sofiane, Allaert, Benjamin, Mennesson, Jose, Bilasco, Ioan Marius, Goncalves, Laurent

“…The use of e-service platforms has become essential for many applications (administrative documents, online shopping, reservations). Although these platforms…”
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Impact of facial landmark localization on facial expression recognition by Belmonte, Romain, Allaert, Benjamin, Tirilly, Pierre, Bilasco, Ioan Marius, Djeraba, Chaabane, Sebe, Nicu

“…Although facial landmark localization (FLL) approaches are becoming increasingly accurate for characterizing facial regions, one question remains unanswered:…”
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Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction by Poux, Delphine, Allaert, Benjamin, Ihaddadene, Nacim, Bilasco, Ioan Marius, Djeraba, Chaabane, Bennamoun, Mohammed

“…Video facial expression recognition is useful for many applications and received much interest lately. Although some solutions give really good results in a…”
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Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation by Poux, Delphine, Allaert, Benjamin, Mennesson, Jose, Ihaddadene, Nacim, Bilasco, Ioan Marius, Djeraba, Chaabane

“…Although much progress has been made in the facial expression analysis field, facial occlusions are still challenging. The main innovation brought by this…”
Get full text