Ayoub Al-Hamadi

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 94

Top Venues

Otto-von-Guericke University Magdeburg, Germany (PHD)

Education History

Otto-von-Guericke University Magdeburg, Germany

PHD

Publications

Amr A. Abd El-Mageed, Ayoub Al-Hamadi, Samy Bakheet, Asmaa H. Abd El-Rahiem
Hybrid Sparrow Search-Exponential Distribution Optimization with Differential Evolution for Parameter Prediction of Solar Photovoltaic Models. Algorithms 17 (1) (2024)
Aly Khalifa, Ayoub Al-Hamadi
JAMsFace: joint adaptive margins loss for deep face recognition. Neural Comput. Appl. 35 (26) (2023)
Thorsten Hempel, Laslo Dinges, Ayoub Al-Hamadi
Sentiment-based Engagement Strategies for intuitive Human-Robot Interaction. CoRR (2023)
Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation. CoRR (2023)
Thorsten Hempel, Laslo Dinges, Ayoub Al-Hamadi
Sentiment-Based Engagement Strategies for Intuitive Human-Robot Interaction. VISIGRAPP (4: VISAPP) (2023)
Thorsten Hempel, Magnus Jung, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction. CoRR (2023)
Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Thorsten Hempel, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy
Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches. CoRR (2023)
Marc-André Fiedler, Philipp Werner, Michal Rapczynski, Ayoub Al-Hamadi
Deep face segmentation for improved heart and respiratory rate estimation from videos. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database. J. Vis. Commun. Image Represent. 91 (2023)
Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
L2CS-Net : Fine-Grained Gaze Estimation in Unconstrained Environments. ICFSP (2023)
Samy Bakheet, Ayoub Al-Hamadi, Emadeldeen Soliman, Mohamed Heshmat
Hybrid Bag-of-Visual-Words and FeatureWiz Selection for Content-Based Visual Information Retrieval. Sensors 23 (3) (2023)
Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy
Uncovering Lies: Deception Detection in a Rolling-Dice Experiment. ICIAP (1) (2023)
Paul Chojecki, Dominykas Strazdas, David Przewozny, Niklas Gard, Detlef Runde, Niklas Hoerner, Ayoub Al-Hamadi, Peter Eisert, Sebastian Bosse
Assessing the Value of Multimodal Interfaces: A Study on Human-Machine Interaction in Weld Inspection Workstations. Sensors 23 (11) (2023)
Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard
Automatic Recognition Methods Supporting Pain Assessment: A Survey. IEEE Trans. Affect. Comput. 13 (1) (2022)
Ehsan Othman, Philipp Werner, Frerk Saxen, Marc-André Fiedler, Ayoub Al-Hamadi
An Automatic System for Continuous Pain Intensity Monitoring Based on Analyzing Data from Uni-, Bi-, and Multi-Modality. Sensors 22 (13) (2022)
Dominykas Strazdas, Jan Hintz, Aly Khalifa, Ahmed A. Abdelrahman, Thorsten Hempel, Ayoub Al-Hamadi
Robot System Assistant (RoSA): Towards Intuitive Multi-Modal and Multi-Device Human-Robot Interaction. Sensors 22 (3) (2022)
Ahmed A. Abdelrahman, Dominykas Strazdas, Aly Khalifa, Jan Hintz, Thorsten Hempel, Ayoub Al-Hamadi
Multimodal Engagement Prediction in Multiperson Human-Robot Interaction. IEEE Access 10 (2022)
Thorsten Hempel, Ayoub Al-Hamadi
An online semantic mapping system for extending and enhancing visual SLAM. Eng. Appl. Artif. Intell. 111 (2022)
Thorsten Hempel, Ayoub Al-Hamadi
An Online Semantic Mapping System for Extending and Enhancing Visual SLAM. CoRR (2022)
Thorsten Hempel, Marc-André Fiedler, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
Semantic-Aware Environment Perception for Mobile Human-Robot Interaction. CoRR (2022)
Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
6d Rotation Representation For Unconstrained Head Pose Estimation. ICIP (2022)
Darshan Ganganna Ravindra, Laslo Dinges, Ayoub Al-Hamadi, Vasili Baranau
Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications. CoRR (2022)
Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi
L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments. CoRR (2022)
Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
6D Rotation Representation For Unconstrained Head Pose Estimation. CoRR (2022)
Laslo Dinges, Ayoub Al-Hamadi, Thorsten Hempel, Zaher Al Aghbari
Using Facial Action Recognition to Evaluate User Perception in Aggravated HRC Scenarios. ISPA (2021)
Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Frerk Saxen, Zaher Al Aghbari
Simultaneous prediction of valence / arousal and emotion categories and its application in an HRC scenario. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database. Sensors 21 (9) (2021)
Dominykas Strazdas, Jan Hintz, Aly Khalifa, Ayoub Al-Hamadi
Robot System Assistant (RoSA): concept for an intuitive multi-modal and multi-device interaction system. ICHMS (2021)
Marc-André Fiedler, Philipp Werner, Aly Khalifa, Ayoub Al-Hamadi
SFPD: Simultaneous Face and Person Detection in Real-Time for Human-Robot Interaction. Sensors 21 (17) (2021)
Michal Rapczynski, Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi
A Baseline for Cross-Database 3D Human Pose Estimation. Sensors 21 (11) (2021)
Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
Facial Video-Based Respiratory Rate Recognition Interpolating Pulsatile PPG Rise And Fall Times. ISBI (2021)
Aly Khalifa, Ayoub Al-Hamadi
A Survey on Loss Functions for Deep Face Recognition Network. ICHMS (2021)
Thorsten Hempel, Marc-André Fiedler, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
Semantic-Aware Environment Perception for Mobile Human-Robot Interaction. ISPA (2021)
Samy Bakheet, Ayoub Al-Hamadi
Robust hand gesture recognition using multiple shape-oriented visual cues. EURASIP J. Image Video Process. 2021 (1) (2021)
Samy Bakheet, Ayoub Al-Hamadi
Automatic detection of COVID-19 using pruned GLCM-Based texture features and LDCRF classification. Comput. Biol. Medicine 137 (2021)
Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi
Deep Facial Expression Recognition with Occlusion Regularization. ISVC (2) (2020)
Thorsten Hempel, Ayoub Al-Hamadi
Pixel-Wise Motion Segmentation for SLAM in Dynamic Environments. IEEE Access 8 (2020)
Thorsten Hempel, Ayoub Al-Hamadi
SLAM-Based Multistate Tracking System for Mobile Human-Robot Interaction. ICIAR (1) (2020)
Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet Challenge. CVPR Workshops (2020)
Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Zaher Al Aghbari
Simultaneous Prediction of Valence/Arousal and Emotions on AffectNet, Aff-Wild and AFEW-VA. ANT/EDI40 (2020)
Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images. IEEE Access 8 (2020)
Dominykas Strazdas, Jan Hintz, Anna-Maria Felßberg, Ayoub Al-Hamadi
Robots and Wizards: An Investigation Into Natural Human-Robot Interaction. IEEE Access 8 (2020)
Zaher Al Aghbari, Ayoub Al-Hamadi
Finding K Most Significant Motifs in Big Time Series Data. ANT/EDI40 (2020)
Sebastian von Enzberg, Ayoub Al-Hamadi
Improvement of Data-Driven 3-D Surface Quality Inspection by Deformation Simulation. ICSIPA (2019)
Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Hui Yu
Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity Estimation. FG (2019)
Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
Effects of Video Encoding on Camera-Based Heart Rate Estimation. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Janneke Simmering, Sebastian Meyer zu Borgsen, Sven Wachsmuth, Ayoub Al-Hamadi
Combining Static and Dynamic Predictions of Transfer Points for Human Initiated Handovers. ICSR (2019)
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Steffen Walter
Cross-Database Evaluation of Pain Recognition from Facial Video. ISPA (2019)
Ehsan Othman, Frerk Saxen, Dmitri Bershadskyy, Philipp Werner, Ayoub Al-Hamadi, Joachim Weimann
Predicting Group Contribution Behaviour in a Public Goods Game from Face-to-Face Communication. Sensors 19 (12) (2019)
Sebastian Handrich, Laslo Dinges, Frerk Saxen, Ayoub Al-Hamadi, Sven Wachsmuth
Simultaneous Prediction of Valence / Arousal and Emotion Categories in Real-time. ICSIPA (2019)
Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Twofold-Multimodal Pain Recognition with the X-ITE Pain Database. ACII Workshops (2019)
Frerk Saxen, Sebastian Handrich, Philipp Werner, Ehsan Othman, Ayoub Al-Hamadi
Detecting Arbitrarily Rotated Faces for Face Analysis. ICIP (2019)
Frerk Saxen, Philipp Werner, Sebastian Handrich, Ehsan Othman, Laslo Dinges, Ayoub Al-Hamadi
Face Attribute Detection with MobileNetV2 and NasNet-Mobile. ISPA (2019)
Erik Lilienblum, Ayoub Al-Hamadi
Pattern Optimization for 3D Surface Reconstruction with an Active Line Scan Camera System. ICIP (2018)
Anwar Saeed, Ayoub Al-Hamadi, Heiko Neumann
Facial point localization via neural networks in a cascade regression framework. Multim. Tools Appl. 77 (2) (2018)
Mahmoud Elmezain, Ayoub Al-Hamadi
Vision-based human activity recognition using. Int. Arab J. Inf. Technol. 15 (3) (2018)
Moftah Elzobi, Ayoub Al-Hamadi
Generative vs. Discriminative Recognition Models for Off-Line Arabic Handwriting. Sensors 18 (9) (2018)
Michal Rapczynski, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
How the Region of Interest Impacts Contact Free Heart Rate Estimation Algorithms. ICIP (2018)
Andreas Wendemuth, Ronald Böck, Andreas Nürnberger, Ayoub Al-Hamadi, André Brechmann, Frank W. Ohl
Intention-Based Anticipatory Interactive Systems. SMC (2018)
Michal Rapczynski, Chen Zhang, Ayoub Al-Hamadi, Gunther Notni
A Multi-Spectral Database for NIR Heart Rate Estimation. ICIP (2018)
Sebastian Handrich, Philipp Waxweiler, Philipp Werner, Ayoub Al-Hamadi
3D Human Pose Estimation Using Stochastic Optimization in Real Time. ICIP (2018)
Philipp Werner, Ayoub Al-Hamadi, Kerstin Limbrecht-Ecklundt, Steffen Walter, Sascha Gruss, Harald C. Traue
Automatic Pain Assessment with Facial Activity Descriptors. IEEE Trans. Affect. Comput. 8 (3) (2017)
Gerald Krell, Nazila Saeid Nezhad, Mathias Walke, Ayoub Al-Hamadi, Günther Gademann
Assessment of Iterative Closest Point Registration Accuracy for Different Phantom Surfaces Captured by an Optical 3D Sensor in Radiotherapy. Comput. Math. Methods Medicine 2017 (2017)
Erik Lilienblum, Sebastian Handrich, Ayoub Al-Hamadi
Low cost calibration of stereo line scan camera systems. MVA (2017)
Frerk Saxen, Philipp Werner, Ayoub Al-Hamadi
Real vs. Fake Emotion Challenge: Learning to Rank Authenticity from Facial Activity Descriptors. ICCV Workshops (2017)
Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
Landmark based head pose estimation benchmark and method. ICIP (2017)
Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi
Facial action unit intensity estimation and feature relevance visualization with random regression forests. ACII (2017)
Sebastian Handrich, Ayoub Al-Hamadi, Erik Lilienblum, Zuofeng Liu
Human bodypart classification using geodesic descriptors and random forests. MVA (2017)
Laslo Dinges, Ayoub Al-Hamadi, Moftah Elzobi, Andreas Nürnberger
Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS. ICIP (2017)
Philipp Werner, Ayoub Al-Hamadi, Steffen Walter
Analysis of facial expressiveness during experimentally induced heat pain. ACII Workshops (2017)
Sebastian Handrich, Ayoub Al-Hamadi
Localizing body joints from single depth images using geodetic distances and random tree walk. ICIP (2017)
Kaoutar Jdeb, Mohammed Rziza, Tarik Ljouad, Ayoub Al-Hamadi
Comparative study of the descriptive features on the performance of re-identification. ICMCS (2016)
Sebastian von Enzberg, Ayoub Al-Hamadi, Ahmed Ghoneim
Registration of Feature-Poor 3D Measurements from Fringe Projection. Sensors 16 (3) (2016)
Sebastian von Enzberg, Ayoub Al-Hamadi
A Multiresolution Approach to Model-Based 3-D Surface Quality Inspection. IEEE Trans. Ind. Informatics 12 (4) (2016)
Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss
"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings. SSCI (2016)
Laslo Dinges, Ayoub Al-Hamadi, Moftah Elzobi, Sherif El-Etriby
Synthesis of Common Arabic Handwritings to Aid Optical Character Recognition Research. Sensors 16 (3) (2016)
Samy Bakheet, Ayoub Al-Hamadi
A Discriminative Framework for Action Recognition Using f-HOL Features. Inf. 7 (4) (2016)
Anwar Saeed, Ayoub Al-Hamadi
A framework for joint facial expression recognition and point localization. ICPR (2016)
Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
Continuous low latency heart rate estimation from painful faces in real time. ICPR (2016)
Anwar Saeed, Ayoub Al-Hamadi, Sebastian Handrich
Advancement in the head pose estimation via depth-based face spotting. SSCI (2016)
Anwar Saeed, Ayoub Al-Hamadi, Ahmed Ghoneim
Head Pose Estimation on Top of Haar-Like Face Detection: A Study Using the Kinect Sensor. Sensors 15 (9) (2015)
Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira
Data fusion for automated pain recognition. PervasiveHealth (2015)
Sebastian Handrich, Ayoub Al-Hamadi
Full-Body Human Pose Estimation by Combining Geodesic Distances and 3D-Point Cloud Registration. ACIVS (2015)
Sebastian Handrich, Ayoub Al-Hamadi
Body Part Detection for Human Pose Estimation in HCI Environments. ISCT (2015)
Diana Werner, Philipp Werner, Ayoub Al-Hamadi
Quantitative Analysis of Surface Reconstruction Accuracy Achievable with the TSDF Representation. ICVS (2015)
Anwar Saeed, Ayoub Al-Hamadi
Boosted human head pose estimation using kinect camera. ICIP (2015)
Erik Lilienblum, Ayoub Al-Hamadi
A Structured Light Approach for 3-D Surface Reconstruction With a Stereo Line-Scan System. IEEE Trans. Instrum. Meas. 64 (5) (2015)
Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
Handling Data Imbalance in Automatic Facial Action Intensity Estimation. BMVC (2015)
Omer Rashid Rashid, Ayoub Al-Hamadi
Utilizing the Bezier descriptors for hand gesture recognition. ICIP (2015)
Georg Layher, Stephan Tschechne, Robert Niese, Ayoub Al-Hamadi, Heiko Neumann
Towards the Separation of Rigid and Non-rigid Motions for Facial Expression Analysis. Intelligent Environments (2015)
Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS (2015)
Anwar Saeed, Ayoub Al-Hamadi, Robert Niese
Regression-based Head Pose Estimation in 2D Images. ISCT (2015)
Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Sherif El-Etriby
CRFs and HCRFs Based Recognition for Off-Line Arabic Handwriting. ISVC (2) (2015)
Christian Freye, Christian Bendicks, Erik Lilienblum, Ayoub Al-Hamadi
Optical Sensor Tracking and 3D-Reconstruction of Hydrogen-Induced Cracking. ACIVS (2015)
Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
Crowd behaviour analysis and anomaly detection by statistical modelling of flow patterns. Int. J. Data Min. Model. Manag. 6 (2) (2014)
Hassan M. H. Mustafa, Mohammed H. Kortam, Ibrahim H. Assaf, Ayoub Al-Hamadi, Nada M. Al-Shenawy
Optimal Estimation of Penalty Value for On Line Multiple Choice Questions Using Simulation of Neural Networks and Virtual Students' Testing. UKSim (2014)
Christian Freye, Christian Bendicks, Erik Lilienblum, Ayoub Al-Hamadi
Multiple Camera Approach for SLAM Based Ultrasonic Tank Roof Inspection. ICIAR (2) (2014)
Philipp Werner, Ayoub Al-Hamadi, Robert Niese
Comparative Learning Applied to Intensity Rating of Facial Expressions of pain. Int. J. Pattern Recognit. Artif. Intell. 28 (5) (2014)
Michael Heuer, Ayoub Al-Hamadi, A. Rain, Marc-Michael Meinecke
Detection and tracking approach using an automotive radar to increase active pedestrian safety. Intelligent Vehicles Symposium (2014)
Frerk Saxen, Ayoub Al-Hamadi
Color-based skin segmentation: An evaluation of the state of the art. ICIP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ayoub Al-Hamadi