Hazem Wannous

67 papers A* 1A 4B 16C 4Journal 21Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
AG-MAE: Anatomically Guided Spatio-Temporal Masked Auto-Encoder for Online Hand Gesture Recognition.
3DV
Omar Ikne, Benjamin Allaert, Hazem Wannous
2025 J jnl
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction.
Comput. Graph. Forum
Abelaziz Bouzidi, Hamid Laga, Hazem Wannous, Ferdous Sohel
2025 J jnl
Gaussian RBFNet: Gaussian Radial Basis Functions for Fast and Accurate Representation and Reconstruction of Neural Fields.
CoRR
Abdelaziz Bouzidi, Hamid Laga, Hazem Wannous
2025 A conf
Geometry-Aware Deep Learning for 3D Skeleton-Based Motion Prediction.
WACV
Mayssa Zaier, Hazem Wannous, Hassen Drira
2025 J jnl
Online hand gesture recognition using Continual Graph Transformers.
CoRR
Rim Slama, Wael Rabah, Hazem Wannous
2025 J jnl
Pedestrian trajectory prediction: a literature review and current trends.
Neural Comput. Appl.
Mayssa Zaier, Hazem Wannous, Hassen Drira, Jacques Boonaert
2025 B conf
Privacy-Preserving Person Re-Identification from Temporal Sequences with Transformer and Hungarian Optimization.
FG
Raphaël Delécluse, Hazem Wannous, Laurent Guimas
2025 — conf
SMSCI: Simultaneous Modeling of Social and Contextual Interactions for Multi Pedestrian Trajectory Prediction.
CAIP (1)
Mayssa Zaier, Hazem Wannous, Hassen Drira
2025 J jnl
eMotion-GAN: A motion-based GAN for photorealistic and facial expression preserving frontal view synthesis.
Comput. Vis. Image Underst.
Omar Ikne, Benjamin Allaert, Ioan Marius Bilasco, Hazem Wannous
2024 A conf
Deep learning for a customised head-mounted fault display system for the maintenance of wind turbines.
ICCAD
Abdelaziz Bouzidi, Luka Claeys, Raubertin Randrianandraina, Lala H. Rajaoarisoa, Hazem Wannous, Moamar Sayed-Mouchaweh
2024 B conf
Motion-Lie Transformer: Geometric Attention For 3D Human Pose Motion Prediction.
ICIP
Mayssa Zaier, Hazem Wannous, Hassen Drira, Jacques Boonaert
2024 J jnl
SHREC 2024: Recognition of dynamic hand motions molding clay.
Comput. Graph.
Ben Veldhuijzen, Remco C. Veltkamp, Omar Ikne, Benjamin Allaert, Hazem Wannous, Marco Emporio, Andrea Giachetti, Joseph J. LaViola, Ruiwen He, Halim Benhabiles, Adnane Cabani, Anthony Fleury, Karim Hammoudi, Konstantinos Gavalas, Christoforos Vlachos, Athanasios Papanikolaou, Ioannis Romanelis, Vlassis Fotis, Gerasimos Arvanitis, Konstantinos Moustakas, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz
2024 B conf
Skeleton-Based Self-Supervised Feature Extraction for Improved Dynamic Hand Gesture Recognition.
FG
Omar Ikne, Benjamin Allaert, Hazem Wannous
2024 B conf
Spatio-Temporal Sparse Graph Convolution Network for Hand Gesture Recognition.
FG
Omar Ikne, Rim Slama, Hichem Saoudi, Hazem Wannous
2024 J jnl
eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis.
CoRR
Omar Ikne, Benjamin Allaert, Ioan Marius Bilasco, Hazem Wannous
2023 — conf
A Dual Perspective of Human Motion Analysis - 3D Pose Estimation and 2D Trajectory Prediction.
ICCV (Workshops)
Mayssa Zaier, Hazem Wannous, Hassen Drira, Jacques Boonaert
2023 B conf
Capsule Transformer Network for Dynamic Hand Gesture Recognition Using Multimodal Data.
ICIP
Alexandre Lebas, Rim Slama, Hazem Wannous
2023 A conf
Cross-Modal Attention for Accurate Pedestrian Trajectory Prediction.
BMVC
Mayssa Zaier, Hazem Wannous, Hassen Drira, Jacques Boonaert
2023 B conf
STr-GCN: Dual Spatial Graph Convolutional Network and Transformer Graph Encoder for 3D Hand Gesture Recognition.
FG
Rim Slama, Wael Rabah, Hazem Wannous
2022 — conf
A Saliency based Feature Fusion Model for EEG Emotion Estimation.
EMBC
Victor Delvigne, Antoine Facchini, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre
2022 J jnl
A Saliency based Feature Fusion Model for EEG Emotion Estimation.
CoRR
Victor Delvigne, Antoine Facchini, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre
2022 — conf
Application of Rail Segmentation in the Monitoring of Autonomous Train's Frontal Environment.
ICPRAI (1)
Mohamed Amine Hadded, Ankur Mahtani, Sébastien Ambellouis, Jacques Boonaert, Hazem Wannous
2022 A conf
Continuous Hand Gesture Recognition using Deep Coarse and Fine Hand Features.
BMVC
Hazem Wannous, Jean-Philippe Vandeborre
2022 — conf
FirstPiano: A New Egocentric Hand Action Dataset Oriented Towards Augmented Reality Applications.
ICIAP (3)
Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre
2022 C conf
Learning Co-occurrence Features Across Spatial and Temporal Domains for Hand Gesture Recognition.
CBMI
Mohammad Rehan, Hazem Wannous, Jafar Alkheir, Kinda Aboukassem
2022 J jnl
PhyDAA: Physiological Dataset Assessing Attention.
IEEE Trans. Circuits Syst. Video Technol.
Victor Delvigne, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre
2022 C conf
RailSet: A Unique Dataset for Railway Anomaly Detection.
IPAS
Arij Zouaoui, Ankur Mahtani, Mohamed Amine Hadded, Sébastien Ambellouis, Jacques Boonaert, Hazem Wannous
2022 B conf
Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG.
ICPR
Victor Delvigne, Hazem Wannous, Jean-Philippe Vandeborre, Laurence Ris, Thierry Dutoit
2022 J jnl
Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG.
CoRR
Victor Delvigne, Hazem Wannous, Jean-Philippe Vandeborre, Laurence Ris, Thierry Dutoit
2022 J jnl
Where Is My Mind (Looking at)? A Study of the EEG-Visual Attention Relationship.
Informatics
Victor Delvigne, Noé Tits, Luca La Fisca, Nathan Hubens, Antoine Maiorca, Hazem Wannous, Thierry Dutoit, Jean-Philippe Vandeborre
2022 J jnl
Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity.
CoRR
Victor Delvigne, Noé Tits, Luca La Fisca, Nathan Hubens, Antoine Maiorca, Hazem Wannous, Thierry Dutoit, Jean-Philippe Vandeborre
2021 C conf
Eye-Gaze Estimation using a Deep Capsule-based Regression Network.
CBMI
Vivien Bernard, Hazem Wannous, Jean-Philippe Vandeborre
2021 J jnl
Survey on Style in 3D Human Body Motion: Taxonomy, Data, Recognition and Its Applications.
IEEE Trans. Affect. Comput.
Sarah Ribet, Hazem Wannous, Jean-Philippe Vandeborre
2020 B conf
2D Deep Video Capsule Network with Temporal Shift for Action Recognition.
ICPR
Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre
2020 — conf
Attention Estimation in Virtual Reality with EEG based Image Regression.
AIVR
Victor Delvigne, Hazem Wannous, Jean-Philippe Vandeborre, Laurence Ris, Thierry Dutoit
2020 — conf
Joint Slot Filling and Intent Detection in Spoken Language Understanding by Hybrid CNN-LSTM Model.
CCRIS
Moath Al Ali, Bassel Zaity, Pavel D. Drobintsev, Hazem Wannous, Igor Chernoruckiy, Andrey Filchenkov
2020 — conf
VERA: Virtual Environments Recording Attention.
SeGAH
Victor Delvigne, Laurence Ris, Thierry Dutoit, Hazem Wannous, Jean-Philippe Vandeborre
2019 J jnl
Heterogeneous hand gesture recognition using 3D dynamic skeletal data.
Comput. Vis. Image Underst.
Quentin De Smedt, Hazem Wannous, Jean-Philippe Vandeborre
2019 — conf
Online Gesture Recognition.
3DOR@Eurographics
Fabio Marco Caputo, S. Burato, G. Pavan, Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre, Mehran Maghoumi, Eugene M. Taranta II, Alaleh Razmjoo, Joseph J. LaViola Jr., Fabio Manganaro, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara, Hai-Dang Nguyen, Minh-Triet Tran, Andrea Giachetti
2018 B conf
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features.
ICPR
Manel Rhif, Hazem Wannous, Imed Riadh Farah
2018 — book
Towards Understanding Human Behavior by Time-Series Analysis of 3D Motion. (Vers une compréhension du comportement humain par l'analyse en série temporelle de mouvements 3D).
Hazem Wannous
2018 — ed.
Understanding Human Activities Through 3D Sensors - Second International Workshop, UHA3DS 2016, Held in Conjunction with the 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, December 4, 2016, Revised Selected Papers
@ICPR
Hazem Wannous, Pietro Pala, Mohamed Daoudi, Francisco Flórez-Revuelta
2017 — conf
3D Hand Gesture Recognition Using a Depth and Skeletal Dataset.
3DOR@Eurographics
Quentin De Smedt, Hazem Wannous, Jean-Philippe Vandeborre, Joris Guerry, Bertrand Le Saux, David Filliat
2017 J jnl
Motion segment decomposition of RGB-D sequences for human behavior understanding.
Pattern Recognit.
Maxime Devanne, Stefano Berretti, Pietro Pala, Hazem Wannous, Mohamed Daoudi, Alberto Del Bimbo
2016 — conf
3D Hand Gesture Recognition by Analysing Set-of-Joints Trajectories.
UHA3DS@ICPR
Quentin De Smedt, Hazem Wannous, Jean-Philippe Vandeborre
2016 B conf
Learning shape variations of motion trajectories for gait analysis.
ICPR
Maxime Devanne, Hazem Wannous, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala
2016 — conf
Skeleton-Based Dynamic Hand Gesture Recognition.
CVPR Workshops
Quentin De Smedt, Hazem Wannous, Jean-Philippe Vandeborre
2015 J jnl
3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold.
IEEE Trans. Cybern.
Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo
2015 J jnl
Accurate 3D action recognition using learning on the Grassmann manifold.
Pattern Recognit.
Rim Slama, Hazem Wannous, Mohamed Daoudi, Anuj Srivastava
2015 B conf
Combined shape analysis of human poses and motion units for action segmentation and recognition.
FG
Maxime Devanne, Hazem Wannous, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo
2014 J jnl
3D human motion analysis framework for shape similarity and retrieval.
Image Vis. Comput.
Rim Slama, Hazem Wannous, Mohamed Daoudi
2014 B conf
Grassmannian Representation of Motion Depth for 3D Human Gesture and Action Recognition.
ICPR
Rim Slama, Hazem Wannous, Mohamed Daoudi
2013 — conf
3D Human Video Retrieval: from Pose to Motion Matching.
3DOR@Eurographics
Rim Slama, Hazem Wannous, Mohamed Daoudi
2013 B conf
Extremal human curves: A new human body shape and pose descriptor.
FG
Rim Slama, Hazem Wannous, Mohamed Daoudi
2013 — conf
Space-Time Pose Representation for 3D Human Action Recognition.
ICIAP Workshops
Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo
2012 J jnl
Improving color correction across camera and illumination changes by contextual sample selection.
J. Electronic Imaging
Hazem Wannous, Yves Lucas, Sylvie Treuillet, Alamin Mansouri, Yvon Voisin
2012 B conf
Place Recognition via 3D Modeling for Personal Activity Lifelog Using Wearable Camera.
MMM
Hazem Wannous, Vladislavs Dovgalecs, Rémi Mégret, Mohamed Daoudi
2011 J jnl
Enhanced Assessment of the Wound-Healing Process by Accurate Multiview Tissue Classification.
IEEE Trans. Medical Imaging
Hazem Wannous, Yves Lucas, Sylvie Treuillet
2010 — conf
Combined Machine Learning with Multi-view Modeling for Robust Wound Tissue Assessment.
VISAPP (1)
Hazem Wannous, Yves Lucas, Sylvie Treuillet
2010 — conf
Design of a Customized Pattern for Improving Color Constancy Across Camera and Illumination Changes.
VISAPP (1)
Hazem Wannous, Sylvie Treuillet, Yves Lucas, Alamin Mansouri, Yvon Voisin
2010 J jnl
Robust tissue classification for reproducible wound assessment in telemedicine environments.
J. Electronic Imaging
Hazem Wannous, Sylvie Treuillet, Yves Lucas
2010 C conf
Semi-supervised learning for location recognition from wearable video.
CBMI
Vladislavs Dovgalecs, Rémi Mégret, Hazem Wannous, Yannick Berthoumieu
2010 A* conf
The IMMED project: wearable video monitoring of people with age dementia.
ACM Multimedia
Rémi Mégret, Vladislavs Dovgalecs, Hazem Wannous, Svebor Karaman, Jenny Benois-Pineau, Elie el Khoury, Julien Pinquier, Philippe Joly, Régine André-Obrecht, Yann Gaëstel, Jean-François Dartigues
2008 B conf
A complete 3D wound assessment tool for accurate tissue classification and measurement.
ICIP
Hazem Wannous, Yves Lucas, Sylvie Treuillet, Benjamin Albouy
2008 — —
Classification Multi vues de RéGions couleur - Application a L'éValuation 3D des Plaies chroniques. (Multi View Classification of Color regions Application to the 3D Assessment of Chronic Wounds).
Hazem Wannous
2008 — conf
Efficient SVM classifier based on color and texture region features for wound tissue images.
Computer-Aided Diagnosis
Hazem Wannous, Yves Lucas, Sylvie Treuillet
2008 B conf
Fusion of Multi-view Tissue Classification Based on Wound 3D Model.
ACIVS
Hazem Wannous, Yves Lucas, Sylvie Treuillet, Benjamin Albouy