Hazem Wannous

Orcid: 0000-0001-8475-4309

According to our database1, Hazem Wannous authored at least 54 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis.
CoRR, 2024

SHREC 2024: Recognition of dynamic hand motions molding clay.
Comput. Graph., 2024

Deep learning for a customised head-mounted fault display system for the maintenance of wind turbines.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

Spatio-Temporal Sparse Graph Convolution Network for Hand Gesture Recognition.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Skeleton-Based Self-Supervised Feature Extraction for Improved Dynamic Hand Gesture Recognition.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023
Capsule Transformer Network for Dynamic Hand Gesture Recognition Using Multimodal Data.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Dual Perspective of Human Motion Analysis - 3D Pose Estimation and 2D Trajectory Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

STr-GCN: Dual Spatial Graph Convolutional Network and Transformer Graph Encoder for 3D Hand Gesture Recognition.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Cross-Modal Attention for Accurate Pedestrian Trajectory Prediction.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
PhyDAA: Physiological Dataset Assessing Attention.
IEEE Trans. Circuits Syst. Video Technol., 2022

Where Is My Mind (Looking at)? A Study of the EEG-Visual Attention Relationship.
Informatics, 2022

Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity.
CoRR, 2022

RailSet: A Unique Dataset for Railway Anomaly Detection.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Application of Rail Segmentation in the Monitoring of Autonomous Train's Frontal Environment.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

FirstPiano: A New Egocentric Hand Action Dataset Oriented Towards Augmented Reality Applications.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

A Saliency based Feature Fusion Model for EEG Emotion Estimation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Learning Co-occurrence Features Across Spatial and Temporal Domains for Hand Gesture Recognition.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Continuous Hand Gesture Recognition using Deep Coarse and Fine Hand Features.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Survey on Style in 3D Human Body Motion: Taxonomy, Data, Recognition and Its Applications.
IEEE Trans. Affect. Comput., 2021

Eye-Gaze Estimation using a Deep Capsule-based Regression Network.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020
VERA: Virtual Environments Recording Attention.
Proceedings of the 8th IEEE International Conference on Serious Games and Applications for Health, 2020

2D Deep Video Capsule Network with Temporal Shift for Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Joint Slot Filling and Intent Detection in Spoken Language Understanding by Hybrid CNN-LSTM Model.
Proceedings of the CCRIS 2020: International Conference on Control, 2020

Attention Estimation in Virtual Reality with EEG based Image Regression.
Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2020

2019
Heterogeneous hand gesture recognition using 3D dynamic skeletal data.
Comput. Vis. Image Underst., 2019


2018
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

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).
, 2018

2017
Motion segment decomposition of RGB-D sequences for human behavior understanding.
Pattern Recognit., 2017

3D Hand Gesture Recognition Using a Depth and Skeletal Dataset.
Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016
3D Hand Gesture Recognition by Analysing Set-of-Joints Trajectories.
Proceedings of the Understanding Human Activities Through 3D Sensors, 2016

Learning shape variations of motion trajectories for gait analysis.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Skeleton-Based Dynamic Hand Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold.
IEEE Trans. Cybern., 2015

Accurate 3D action recognition using learning on the Grassmann manifold.
Pattern Recognit., 2015

Combined shape analysis of human poses and motion units for action segmentation and recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
3D human motion analysis framework for shape similarity and retrieval.
Image Vis. Comput., 2014

Grassmannian Representation of Motion Depth for 3D Human Gesture and Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Space-Time Pose Representation for 3D Human Action Recognition.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Extremal human curves: A new human body shape and pose descriptor.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

3D Human Video Retrieval: from Pose to Motion Matching.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012
Improving color correction across camera and illumination changes by contextual sample selection.
J. Electronic Imaging, 2012

Place Recognition via 3D Modeling for Personal Activity Lifelog Using Wearable Camera.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2011
Enhanced Assessment of the Wound-Healing Process by Accurate Multiview Tissue Classification.
IEEE Trans. Medical Imaging, 2011

2010
Robust tissue classification for reproducible wound assessment in telemedicine environments.
J. Electronic Imaging, 2010

Design of a Customized Pattern for Improving Color Constancy Across Camera and Illumination Changes.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Combined Machine Learning with Multi-view Modeling for Robust Wound Tissue Assessment.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

The IMMED project: wearable video monitoring of people with age dementia.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Semi-supervised learning for location recognition from wearable video.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

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).
PhD thesis, 2008

Efficient SVM classifier based on color and texture region features for wound tissue images.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

A complete 3D wound assessment tool for accurate tissue classification and measurement.
Proceedings of the International Conference on Image Processing, 2008

Fusion of Multi-view Tissue Classification Based on Wound 3D Model.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008


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