| 2026 | HRI | SEMIAC: A Two-Site Human-Robot Collaboration Dataset for Exploring Socially-Enriched Models for Implicit Action Coordination. | Magnus Jung, Qiaoyue Yang, Leander von Seelstrang, Dominykas Strazdas, Sven Wachsmuth, Ayoub Al-Hamadi |
| 2025 | CogSIMA | IM HERE: Interaction Model for Human Effort Based Robot Engagement. | Dominykas Strazdas, Magnus Jung, Jan Marquenie, Ingo Siegert, Ayoub Al-Hamadi |
| 2025 | ISVC | Long-Term Prediction of Local and Global Human Motion with Occlusion Recovery. | Qiaoyue Yang, Sven Heutger, Christopher Niemann, Magnus Jung, Ayoub Al-Hamadi, Sven Wachsmuth |
| 2025 | SMC | Gaze Matters: Eye Contact Detection in Unscripted Human-Robot Interaction Scenarios. | Thorsten Hempel, Magnus Jung, Dominykas Strazdas, Ayoub Al-Hamadi |
| 2025 | SMC | A Real-Time Digital Twin Framework for the TIAGo Service Robot. | Malte Herrmann, Thorsten Hempel, Ayoub Al-Hamadi |
| 2025 | SMC | Multi-Modal AI-Based Pain Detection in Intermediate Care Patients in the Postoperative Phase. | Sren Nienaber, Huibin Wang, Thorsten Hempel, Steffen Walter, Eberhard Barth, Ayoub Al-Hamadi |
| 2024 | WACV | NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction. | Thorsten Hempel, Magnus Jung, Ahmed A. Abdelrahman, Ayoub Al-Hamadi |
| 2023 | ICIAP | Uncovering Lies: Deception Detection in a Rolling-Dice Experiment. | Laslo Dinges, Marc-Andr Fiedler, Ayoub Al-Hamadi, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy |
| 2022 | ICIP | 6d Rotation Representation For Unconstrained Head Pose Estimation. | Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi |
| 2020 | ANT | Finding K Most Significant Motifs in Big Time Series Data. | Zaher Al Aghbari, Ayoub Al-Hamadi |
| 2020 | ANT | Simultaneous Prediction of Valence/Arousal and Emotions on AffectNet, Aff-Wild and AFEW-VA. | Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Zaher Al Aghbari |
| 2020 | CVPR | Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet Challenge. | Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi |
| 2020 | ISVC | Deep Facial Expression Recognition with Occlusion Regularization. | Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi |
| 2019 | ACII | Twofold-Multimodal Pain Recognition with the X-ITE Pain Database. | Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter |
| 2019 | ICIP | Detecting Arbitrarily Rotated Faces for Face Analysis. | Frerk Saxen, Sebastian Handrich, Philipp Werner, Ehsan Othman, Ayoub Al-Hamadi |
| 2018 | ICIP | 3D Human Pose Estimation Using Stochastic Optimization in Real Time. | Sebastian Handrich, Philipp Waxweiler, Philipp Werner, Ayoub Al-Hamadi |
| 2018 | ICIP | Pattern Optimization for 3D Surface Reconstruction with an Active Line Scan Camera System. | Erik Lilienblum, Ayoub Al-Hamadi |
| 2018 | ICIP | How the Region of Interest Impacts Contact Free Heart Rate Estimation Algorithms. | Michal Rapczynski, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi |
| 2018 | ICIP | A Multi-Spectral Database for NIR Heart Rate Estimation. | Michal Rapczynski, Chen Zhang, Ayoub Al-Hamadi, Gunther Notni |
| 2018 | SMC | Intention-Based Anticipatory Interactive Systems. | Andreas Wendemuth, Ronald Bck, Andreas Nrnberger, Ayoub Al-Hamadi, Andr Brechmann, Frank W. Ohl |
| 2017 | ACII | Analysis of facial expressiveness during experimentally induced heat pain. | Philipp Werner, Ayoub Al-Hamadi, Steffen Walter |
| 2017 | ACII | Facial action unit intensity estimation and feature relevance visualization with random regression forests. | Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi |
| 2017 | ICIP | Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS. | Laslo Dinges, Ayoub Al-Hamadi, Moftah Elzobi, Andreas Nrnberger |
| 2017 | ICIP | Localizing body joints from single depth images using geodetic distances and random tree walk. | Sebastian Handrich, Ayoub Al-Hamadi |
| 2017 | ICIP | Landmark based head pose estimation benchmark and method. | Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi |
| 2017 | MVA | Human bodypart classification using geodesic descriptors and random forests. | Sebastian Handrich, Ayoub Al-Hamadi, Erik Lilienblum, Zuofeng Liu |
| 2017 | MVA | Low cost calibration of stereo line scan camera systems. | Erik Lilienblum, Sebastian Handrich, Ayoub Al-Hamadi |
| 2016 | ICPR | Continuous low latency heart rate estimation from painful faces in real time. | Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi |
| 2016 | ICPR | A framework for joint facial expression recognition and point localization. | Anwar Saeed, Ayoub Al-Hamadi |
| 2015 | ACIVS | Optical Sensor Tracking and 3D-Reconstruction of Hydrogen-Induced Cracking. | Christian Freye, Christian Bendicks, Erik Lilienblum, Ayoub Al-Hamadi |
| 2015 | ACIVS | Full-Body Human Pose Estimation by Combining Geodesic Distances and 3D-Point Cloud Registration. | Sebastian Handrich, Ayoub Al-Hamadi |
| 2015 | BMVC | Handling Data Imbalance in Automatic Facial Action Intensity Estimation. | Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi |
| 2015 | ICIP | Utilizing the Bezier descriptors for hand gesture recognition. | Omer Rashid Rashid, Ayoub Al-Hamadi |
| 2015 | ICIP | Boosted human head pose estimation using kinect camera. | Anwar Saeed, Ayoub Al-Hamadi |
| 2015 | ICVS | Quantitative Analysis of Surface Reconstruction Accuracy Achievable with the TSDF Representation. | Diana Werner, Philipp Werner, Ayoub Al-Hamadi |
| 2015 | ISVC | CRFs and HCRFs Based Recognition for Off-Line Arabic Handwriting. | Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Sherif El-Etriby |
| 2014 | EDUCON | Dynamical evaluation Of academic performance in e-learning systems using neural networks modeling (time response approach). | Hassan M. H. Mustafa, Ayoub Al-Hamadi, Nosipho Dladlu, Nada M. Al-Shenawy, Eyas El-Qwasmeh |
| 2014 | ICIP | Color-based skin segmentation: An evaluation of the state of the art. | Frerk Saxen, Ayoub Al-Hamadi |
| 2014 | ICIP | Automatic heart rate estimation from painful faces. | Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue |
| 2014 | ICPR | A Defect Recognition System for Automated Inspection of Non-rigid Surfaces. | Sebastian von Enzberg, Ayoub Al-Hamadi |
| 2014 | ICPR | Automatic Pain Recognition from Video and Biomedical Signals. | Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue |
| 2013 | ACIVS | A New Approach for Hand Augmentation Based on Patch Modelling. | Omer Rashid Ahmed, Ayoub Al-Hamadi |
| 2013 | ACIVS | Automatic User-Specific Avatar Parametrisation and Emotion Mapping. | Stephanie Behrens, Ayoub Al-Hamadi, Robert Niese, Eicke Redweik |
| 2013 | ACIVS | Tracking of a Handheld Ultrasonic Sensor for Corrosion Control on Pipe Segment Surfaces. | Christian Bendicks, Erik Lilienblum, Christian Freye, Ayoub Al-Hamadi |
| 2013 | ACIVS | Upper-Body Pose Estimation Using Geodesic Distances and Skin-Color. | Sebastian Handrich, Ayoub Al-Hamadi |
| 2013 | BMVC | Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining. | Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue |
| 2013 | EDUCON | On optimality of teaching quality for a mathematical topic using Neural Networks (with a case study). | Saeed A. Al-Ghamdi, Hassan M. H. Mustafa, Ayoub Al-Hamadi, Mohammed H. Kortam, Abdel Aziz M. Al-Bassiouni |
| 2013 | ICDAR | A Locale Group Based Line Segmentation Approach for Non Uniform Skewed and Curved Arabic Handwritings. | Laslo Dings, Ayoub Al-Hamadi, Moftah Elzobi |
| 2013 | ICDAR | An Approach for Arabic Handwriting Synthesis Based on Active Shape Models. | Laslo Dings, Ayoub Al-Hamadi, Moftah Elzobi |
| 2013 | ICDAR | A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition. | Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Mahmoud Elmezain, Anwar Saeed |
| 2013 | SMC | Automatic Realtime User Performance-Driven Avatar Animation. | Stephanie Behrens, Ayoub Al-Hamadi, Eicke Redweik, Robert Niese |
| 2013 | SMC | A Robust Method for Human Pose Estimation Based on Geodesic Distance Features. | Sebastian Handrich, Ayoub Al-Hamadi |
| 2013 | SMC | Accurate, Fast and Robust Realtime Face Pose Estimation Using Kinect Camera. | Robert Niese, Philipp Werner, Ayoub Al-Hamadi |
| 2013 | SMC | Gestic-Based Human Machine Interface for Robot Control. | Michael Tornow, Ayoub Al-Hamadi, Vinzenz Borrmann |
| 2012 | ICIP | Multi hypotheses based object tracking in HCI environments. | Sebastian Handrich, Ayoub Al-Hamadi |
| 2012 | ICIP | An SVM approach for activity recognition based on chord-length-function shape features. | Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2012 | ICIP | Pain recognition and intensity rating based on Comparative Learning. | Philipp Werner, Ayoub Al-Hamadi, Robert Niese |
| 2012 | ICISP | Improving of Gesture Recognition Using Multi-hypotheses Object Association. | Sebastian Handrich, Ayoub Al-Hamadi, Omer Rashid Ahmed |
| 2012 | ICISP | Speaker Tracking Using Multi-modal Fusion Framework. | Anwar Saeed, Ayoub Al-Hamadi, Michael Heuer |
| 2012 | ICPR | Flow Modeling and skin-based Gaussian pruning to recognize gestural actions using HMM. | Omer Rashid Ahmed, Ayoub Al-Hamadi |
| 2012 | ICPR | Human action recognition via affine moment invariants. | Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2012 | ISDA | Neutral-independent geometric features for facial expression recognition. | Anwar Saeed, Ayoub Al-Hamadi, Robert Niese |
| 2012 | ISDA | Image-based gesture recognition for user interaction with mobile companion-based assistance systems. | Frerk Saxen, Omer Rashid Ahmed, Ayoub Al-Hamadi, Simon Adler, Alexa Kernchen, Rdiger Mecke |
| 2012 | SMC | Recognizing gestural actions. | Omer Rashid Ahmed, Ayoub Al-Hamadi |
| 2012 | SMC | LDCRFs-based hand gesture recognition. | Mahmoud Elmezain, Ayoub Al-Hamadi |
| 2012 | SMC | Facial feature point detection using simplified gabor wavelets and confidence-based grouping. | Axel Panning, Ayoub Al-Hamadi, Bernd Michaelis |
| 2011 | ICIAP | Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework. | Georg Layher, Hendrik Liebau, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann |
| 2010 | ACCV | Interpreting Dynamic Meanings by Integrating Gesture and Posture Recognition System. | Omer Rashid Ahmed, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ACCV | Using Conditional Random Field for Crowd Behavior Analysis. | Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | BMVC | Toward Robust Action Retrieval in Video. | Samy Bakheet, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2010 | ICIP | Variable block-size image authentication with localization and self-recovery. | Ammar M. Hassan, Ayoub Al-Hamadi, Yassin M. Y. Hasan, Mohamed A. A. Wahab, Axel Panning, Bernd Michaelis |
| 2010 | ICIP | Towards completely rotated Simplified Gabor Wavelets for fast facial feature point detection. | Axel Panning, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ICPR | A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields. | Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ICPR | Secure Self-Recovery Image Authentication Using Randomly-Sized Blocks. | Ammar M. Hassan, Ayoub Al-Hamadi, Bernd Michaelis, Yassin M. Y. Hasan, Mohamed A. A. Wahab |
| 2010 | ICPR | Real-Time Automatic Traffic Accident Recognition Using HFG. | Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2010 | ICPR | Audio-Visual Data Fusion Using a Particle Filter in the Application of Face Recognition. | Michael Alan Steer, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ISVC | Incorporating Social Entropy for Crowd Behavior Detection Using SVM. | Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ISVC | Utilizing Invariant Descriptors for Finger Spelling American Sign Language Using SVM. | Omer Rashid Ahmed, Ayoub Al-Hamadi, Bernd Michaelis |
| 2010 | ISVC | Human Activity Recognition: A Scheme Using Multiple Cues. | Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2009 | CAIP | OIF - An Online Inferential Framework for Multi-object Tracking with Kalman Filter. | Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis |
| 2009 | ICIP | Hand trajectory-based gesture spotting and recognition using HMM. | Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis |
| 2009 | ICIP | A novel public key self-embedding fragile watermarking technique for image authentication. | Ammar M. Hassan, Yassin M. Y. Hasan, Ayoub Al-Hamadi, Mohamed A. A. Wahab, Bernd Michaelis |
| 2009 | ICIP | Cubic-splines neural network- based system for Image Retrieval. | Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed |
| 2008 | ICCVG | Geometric and Optical Flow Based Method for Facial Expression Recognition in Color Image Sequences. | Ayoub Al-Hamadi, Robert Niese, Saira Saleem Pathan, Bernd Michaelis |
| 2008 | ICCVG | Multi-Object Tracking Based on Particle Filter and Data Association in Color Image Sequences. | Ayoub Al-Hamadi, Saira Saleem Pathan, Bernd Michaelis |
| 2008 | ICPR | A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. | Mahmoud Elmezain, Ayoub Al-Hamadi, Jrg Appenrodt, Bernd Michaelis |
| 2007 | ICCSA | Very Lowbit Rate ideo Codec Based on Diffrentialwavelet Filters. | Mostafa A. Ahmad, Ayoub Al-Hamadi, Gerald Krell, Bernd Michaelis |
| 2007 | ICCSA | Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision. | Robert Niese, Ayoub Al-Hamadi, Axel Panning, Bernd Michaelis |
| 2006 | ICPR | A Stereo and Color-based Method for Face Pose Estimation and Facial Feature Extraction. | Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis |
| 2005 | ESANN | Spike-timing-dependent plasticity in 'small world' networks. | Karsten Kube, Andreas Herzog, Bernd Michaelis, Ayoub Al-Hamadi, Ana D. de Lima, Thomas B. Voigt |
| 2004 | ICCVG | A Fast and robust Approach for the Segmentation of Moving Objects. | Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis |
| 2004 | ICCVG | Feature-Based Correspondence Analysis in Color Image Sequences. | Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis |
| 2003 | CIARP | Improvement of the Fail-Safe Characteristics in Motion Analysis Using Adaptive Technique. | Ayoub Al-Hamadi, Rdiger Mecke, Bernd Michaelis |
| 2003 | CIARP | Another Paradigm for the Solution of the Correspondence Problem in Motion Analysis. | Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis |
| 1998 | ICPR | A robust method for block-based motion estimation in RGB-image sequences. | Rdiger Mecke, Ayoub Al-Hamadi, Bernd Michaelis |