Ayoub Al-Hamadi

250 papers A 7B 57C 16Misc 7Journal 78Unranked 80

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automating synthetic dataset generation for image-based 3D detection: a literature review. Artif. Intell. Rev. Paul Schulz, Thorsten Hempel, Magnus Jung, Ayoub Al-Hamadi
2026	J	`jnl`	Buyer-Seller-Deception-Game Dataset: A new comprehensive dataset for facial expression based deception detection in economic contexts. Intell. Syst. Appl. Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Dmitri Bershadskyy, Joachim Weimann
2026	J	`jnl`	CAF-Mamba: Mamba-Based Cross-Modal Adaptive Attention Fusion for Multimodal Depression Detection. CoRR Bowen Zhou, Marc-André Fiedler, Ayoub Al-Hamadi
2026	J	`jnl`	Constructing a multimodal feature set for pain intensity classification. Neural Comput. Appl. Sören Nienaber, Huibin Wang, Laslo Dinges, Ayoub Al-Hamadi
2026	J	`jnl`	GESTRO: Skeleton-Based Dynamic Gesture Recognition for Robot Teleoperation. J. Intell. Robotic Syst. Thorsten Hempel, Magnus Jung, Arman Ahmed Khan, Ayoub Al-Hamadi
2026	—	`conf`	SEMIAC: A Two-Site Human-Robot Collaboration Dataset for Exploring Socially-Enriched Models for Implicit Action Coordination. HRI Companion Magnus Jung, Qiaoyue Yang, Leander von Seelstrang, Dominykas Strazdas, Sven Wachsmuth, Ayoub Al-Hamadi
2025	B	`conf`	A Real-Time Digital Twin Framework for the TIAGo Service Robot. SMC Malte Herrmann, Thorsten Hempel, Ayoub Al-Hamadi
2025	J	`jnl`	AI-based bi-modal fusion system for automated clinical pain monitoring. Comput. Biol. Medicine Huibin Wang, Sören Nienaber, Laslo Dinges, Ayoub Al-Hamadi
2025	J	`jnl`	An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields. Frontiers Comput. Sci. Samy Bakheet, Ayoub Al-Hamadi, Abed Alanazi
2025	J	`jnl`	Automated 3D Dataset Generation for Arbitrary Objects. IEEE Access Paul Schulz, Thorsten Hempel, Ayoub Al-Hamadi
2025	—	`conf`	Automating 3D Dataset Generation with Neural Radiance Fields. ROBOVIS Paul Schulz, Thorsten Hempel, Ayoub Al-Hamadi
2025	J	`jnl`	Automating 3D Dataset Generation with Neural Radiance Fields. CoRR Paul Schulz, Thorsten Hempel, Ayoub Al-Hamadi
2025	C	`conf`	Comparing OpenFace and Deep Learning Models for Deception Detection in Video Calls. ISPA Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Dmitri Bershadskyy, Joachim Weimann
2025	C	`conf`	Cross-Modal Fusion Mamba for Multimodal Depression Detection. ISPA Bowen Zhou, Marc-André Fiedler, Ayoub Al-Hamadi
2025	J	`jnl`	Eye contact based engagement prediction for efficient human-robot interaction. Complex Intell. Syst. Magnus Jung, Ahmed A. Abdelrahman, Thorsten Hempel, Basheer Al-Tawil, Qiaoyue Yang, Sven Wachsmuth, Ayoub Al-Hamadi
2025	B	`conf`	Gaze Matters: Eye Contact Detection in Unscripted Human-Robot Interaction Scenarios. SMC Thorsten Hempel, Magnus Jung, Dominykas Strazdas, Ayoub Al-Hamadi
2025	Misc	`conf`	IM HERE: Interaction Model for Human Effort Based Robot Engagement. CogSIMA Dominykas Strazdas, Magnus Jung, Jan Marquenie, Ingo Siegert, Ayoub Al-Hamadi
2025	J	`jnl`	IM HERE: Interaction Model for Human Effort Based Robot Engagement. CoRR Dominykas Strazdas, Magnus Jung, Jan Marquenie, Ingo Siegert, Ayoub Al-Hamadi
2025	—	`conf`	Long-Term Prediction of Local and Global Human Motion with Occlusion Recovery. ISVC (1) Qiaoyue Yang, Sven Heutger, Christopher Niemann, Magnus Jung, Ayoub Al-Hamadi, Sven Wachsmuth
2025	J	`jnl`	Mobgazenet: robust gaze estimation mobile network based on progressive attention mechanisms. Mach. Vis. Appl. Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Dominykas Strazdas, Ayoub Al-Hamadi
2025	B	`conf`	Multi-Modal AI-Based Pain Detection in Intermediate Care Patients in the Postoperative Phase. SMC Sören Nienaber, Huibin Wang, Thorsten Hempel, Steffen Walter, Eberhard Barth, Ayoub Al-Hamadi
2025	J	`jnl`	Robot System Assistant (RoSA): evaluation of touch and speech input modalities for on-site HRI and telerobotics. Frontiers Robotics AI Dominykas Strazdas, Matthias Busch, Rijin Shaji, Ingo Siegert, Ayoub Al-Hamadi
2025	J	`jnl`	STCM-Mamba: Multimodal Spatio-Temporal Cross-Modal Mamba for Depression Detection. IEEE Access Bowen Zhou, Marc-André Fiedler, Ayoub Al-Hamadi
2025	—	`conf`	Scene-Aware Prediction of Diverse Human Movement Goals. ROBOVIS Qiaoyue Yang, Amadeus Weber, Magnus Jung, Ayoub Al-Hamadi, Sven Wachsmuth
2025	—	`conf`	Toward Truly Intelligent Autonomous Systems: A Taxonomy of LLM Integration for Everyday Automation. ROBOVIS Magnus Jung, Thorsten Hempel, Basheer Al-Tawil, Qiaoyue Yang, Sven Wachsmuth, Ayoub Al-Hamadi
2025	—	`conf`	Towards a Reliable Multimodal AI Monitoring System for Pain Detection and Quantification. ROBOVIS Huibin Wang, Sören Nienaber, Laslo Dinges, Magnus Jung, Ayoub Al-Hamadi
2025	J	`jnl`	Towards efficient and robust face recognition through attention-integrated multi-level CNN. Multim. Tools Appl. Aly Khalifa, Ahmed A. Abdelrahman, Thorsten Hempel, Ayoub Al-Hamadi
2024	J	`jnl`	A review of visual SLAM for robotics: evolution, properties, and future applications. Frontiers Robotics AI Basheer Al-Tawil, Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2024	—	`conf`	An Intelligent Approach for Continuous Pain Intensity Prediction. ISBI Hassan Al-Radhi, Marc-André Fiedler, Ayoub Al-Hamadi, Laslo Dinges
2024	J	`jnl`	Exploring facial cues: automated deception detection using artificial intelligence. Neural Comput. Appl. Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Thorsten Hempel, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy, Johann Steiner
2024	J	`jnl`	Fine-grained gaze estimation based on the combination of regression and classification losses. Appl. Intell. Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi
2024	J	`jnl`	Hybrid Sparrow Search-Exponential Distribution Optimization with Differential Evolution for Parameter Prediction of Solar Photovoltaic Models. Algorithms Amr A. Abd El-Mageed, Ayoub Al-Hamadi, Samy Bakheet, Asmaa H. Abd El-Rahiem
2024	—	`conf`	LSTM-based Heart Rate Estimation from Facial Video Images. ISBI Marc-André Fiedler, Laslo Dinges, Michal Rapczynski, Ayoub Al-Hamadi
2024	A	`conf`	NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction. WACV Thorsten Hempel, Magnus Jung, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2024	J	`jnl`	Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation. IEEE Trans. Image Process. Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2023	J	`jnl`	Assessing the Value of Multimodal Interfaces: A Study on Human-Machine Interaction in Weld Inspection Workstations. Sensors Paul Chojecki, Dominykas Strazdas, David Przewozny, Niklas Gard, Detlef Runde, Niklas Hoerner, Ayoub Al-Hamadi, Peter Eisert, Sebastian Bosse
2023	J	`jnl`	Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches. CoRR Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Thorsten Hempel, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy
2023	J	`jnl`	Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database. J. Vis. Commun. Image Represent. Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2023	J	`jnl`	Deep face segmentation for improved heart and respiratory rate estimation from videos. J. Ambient Intell. Humaniz. Comput. Marc-André Fiedler, Philipp Werner, Michal Rapczynski, Ayoub Al-Hamadi
2023	J	`jnl`	Hybrid Bag-of-Visual-Words and FeatureWiz Selection for Content-Based Visual Information Retrieval. Sensors Samy Bakheet, Ayoub Al-Hamadi, Emadeldeen Soliman, Mohamed Heshmat
2023	J	`jnl`	JAMsFace: joint adaptive margins loss for deep face recognition. Neural Comput. Appl. Aly Khalifa, Ayoub Al-Hamadi
2023	—	`conf`	L2CS-Net : Fine-Grained Gaze Estimation in Unconstrained Environments. ICFSP Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
2023	J	`jnl`	NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction. CoRR Thorsten Hempel, Magnus Jung, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2023	—	`conf`	Sentiment-Based Engagement Strategies for Intuitive Human-Robot Interaction. VISIGRAPP (4: VISAPP) Thorsten Hempel, Laslo Dinges, Ayoub Al-Hamadi
2023	J	`jnl`	Sentiment-based Engagement Strategies for intuitive Human-Robot Interaction. CoRR Thorsten Hempel, Laslo Dinges, Ayoub Al-Hamadi
2023	J	`jnl`	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation. CoRR Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2023	—	`conf`	Uncovering Lies: Deception Detection in a Rolling-Dice Experiment. ICIAP (1) Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Ahmed A. Abdelrahman, Joachim Weimann, Dmitri Bershadskyy
2022	J	`jnl`	6D Rotation Representation For Unconstrained Head Pose Estimation. CoRR Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2022	B	`conf`	6d Rotation Representation For Unconstrained Head Pose Estimation. ICIP Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
2022	J	`jnl`	An Automatic System for Continuous Pain Intensity Monitoring Based on Analyzing Data from Uni-, Bi-, and Multi-Modality. Sensors Ehsan Othman, Philipp Werner, Frerk Saxen, Marc-André Fiedler, Ayoub Al-Hamadi
2022	J	`jnl`	An Online Semantic Mapping System for Extending and Enhancing Visual SLAM. CoRR Thorsten Hempel, Ayoub Al-Hamadi
2022	J	`jnl`	An online semantic mapping system for extending and enhancing visual SLAM. Eng. Appl. Artif. Intell. Thorsten Hempel, Ayoub Al-Hamadi
2022	J	`jnl`	Automatic Recognition Methods Supporting Pain Assessment: A Survey. IEEE Trans. Affect. Comput. Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard
2022	J	`jnl`	Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications. CoRR Darshan Ganganna Ravindra, Laslo Dinges, Ayoub Al-Hamadi, Vasili Baranau
2022	J	`jnl`	L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments. CoRR Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi
2022	J	`jnl`	Multimodal Engagement Prediction in Multiperson Human-Robot Interaction. IEEE Access Ahmed A. Abdelrahman, Dominykas Strazdas, Aly Khalifa, Jan Hintz, Thorsten Hempel, Ayoub Al-Hamadi
2022	J	`jnl`	Robot System Assistant (RoSA): Towards Intuitive Multi-Modal and Multi-Device Human-Robot Interaction. Sensors Dominykas Strazdas, Jan Hintz, Aly Khalifa, Ahmed A. Abdelrahman, Thorsten Hempel, Ayoub Al-Hamadi
2022	J	`jnl`	Semantic-Aware Environment Perception for Mobile Human-Robot Interaction. CoRR Thorsten Hempel, Marc-André Fiedler, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
2021	J	`jnl`	A Baseline for Cross-Database 3D Human Pose Estimation. Sensors Michal Rapczynski, Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi
2021	—	`conf`	A Survey on Loss Functions for Deep Face Recognition Network. ICHMS Aly Khalifa, Ayoub Al-Hamadi
2021	J	`jnl`	Automatic detection of COVID-19 using pruned GLCM-Based texture features and LDCRF classification. Comput. Biol. Medicine Samy Bakheet, Ayoub Al-Hamadi
2021	J	`jnl`	Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database. Sensors Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2021	—	`conf`	Facial Video-Based Respiratory Rate Recognition Interpolating Pulsatile PPG Rise And Fall Times. ISBI Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
2021	—	`conf`	Robot System Assistant (RoSA): concept for an intuitive multi-modal and multi-device interaction system. ICHMS Dominykas Strazdas, Jan Hintz, Aly Khalifa, Ayoub Al-Hamadi
2021	J	`jnl`	Robust hand gesture recognition using multiple shape-oriented visual cues. EURASIP J. Image Video Process. Samy Bakheet, Ayoub Al-Hamadi
2021	J	`jnl`	SFPD: Simultaneous Face and Person Detection in Real-Time for Human-Robot Interaction. Sensors Marc-André Fiedler, Philipp Werner, Aly Khalifa, Ayoub Al-Hamadi
2021	C	`conf`	Semantic-Aware Environment Perception for Mobile Human-Robot Interaction. ISPA Thorsten Hempel, Marc-André Fiedler, Aly Khalifa, Ayoub Al-Hamadi, Laslo Dinges
2021	J	`jnl`	Simultaneous prediction of valence / arousal and emotion categories and its application in an HRC scenario. J. Ambient Intell. Humaniz. Comput. Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Frerk Saxen, Zaher Al Aghbari
2021	C	`conf`	Using Facial Action Recognition to Evaluate User Perception in Aggravated HRC Scenarios. ISPA Laslo Dinges, Ayoub Al-Hamadi, Thorsten Hempel, Zaher Al Aghbari
2020	—	`conf`	Deep Facial Expression Recognition with Occlusion Regularization. ISVC (2) Nikul Pandya, Philipp Werner, Ayoub Al-Hamadi
2020	—	`conf`	Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet Challenge. CVPR Workshops Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
2020	—	`conf`	Finding K Most Significant Motifs in Big Time Series Data. ANT/EDI40 Zaher Al Aghbari, Ayoub Al-Hamadi
2020	J	`jnl`	Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images. IEEE Access Marc-André Fiedler, Michal Rapczynski, Ayoub Al-Hamadi
2020	J	`jnl`	Pixel-Wise Motion Segmentation for SLAM in Dynamic Environments. IEEE Access Thorsten Hempel, Ayoub Al-Hamadi
2020	J	`jnl`	Robots and Wizards: An Investigation Into Natural Human-Robot Interaction. IEEE Access Dominykas Strazdas, Jan Hintz, Anna-Maria Felßberg, Ayoub Al-Hamadi
2020	—	`conf`	SLAM-Based Multistate Tracking System for Mobile Human-Robot Interaction. ICIAR (1) Thorsten Hempel, Ayoub Al-Hamadi
2020	—	`conf`	Simultaneous Prediction of Valence/Arousal and Emotions on AffectNet, Aff-Wild and AFEW-VA. ANT/EDI40 Sebastian Handrich, Laslo Dinges, Ayoub Al-Hamadi, Philipp Werner, Zaher Al Aghbari
2019	B	`conf`	Combining Static and Dynamic Predictions of Transfer Points for Human Initiated Handovers. ICSR Janneke Simmering, Sebastian Meyer zu Borgsen, Sven Wachsmuth, Ayoub Al-Hamadi
2019	C	`conf`	Cross-Database Evaluation of Pain Recognition from Facial Video. ISPA Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Steffen Walter
2019	B	`conf`	Detecting Arbitrarily Rotated Faces for Face Analysis. ICIP Frerk Saxen, Sebastian Handrich, Philipp Werner, Ehsan Othman, Ayoub Al-Hamadi
2019	J	`jnl`	Effects of Video Encoding on Camera-Based Heart Rate Estimation. IEEE Trans. Biomed. Eng. Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
2019	C	`conf`	Face Attribute Detection with MobileNetV2 and NasNet-Mobile. ISPA Frerk Saxen, Philipp Werner, Sebastian Handrich, Ehsan Othman, Laslo Dinges, Ayoub Al-Hamadi
2019	B	`conf`	Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity Estimation. FG Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Hui Yu
2019	—	`conf`	Improvement of Data-Driven 3-D Surface Quality Inspection by Deformation Simulation. ICSIPA Sebastian von Enzberg, Ayoub Al-Hamadi
2019	J	`jnl`	Predicting Group Contribution Behaviour in a Public Goods Game from Face-to-Face Communication. Sensors Ehsan Othman, Frerk Saxen, Dmitri Bershadskyy, Philipp Werner, Ayoub Al-Hamadi, Joachim Weimann
2019	—	`conf`	Simultaneous Prediction of Valence / Arousal and Emotion Categories in Real-time. ICSIPA Sebastian Handrich, Laslo Dinges, Frerk Saxen, Ayoub Al-Hamadi, Sven Wachsmuth
2019	—	`conf`	Twofold-Multimodal Pain Recognition with the X-ITE Pain Database. ACII Workshops Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2018	B	`conf`	3D Human Pose Estimation Using Stochastic Optimization in Real Time. ICIP Sebastian Handrich, Philipp Waxweiler, Philipp Werner, Ayoub Al-Hamadi
2018	B	`conf`	A Multi-Spectral Database for NIR Heart Rate Estimation. ICIP Michal Rapczynski, Chen Zhang, Ayoub Al-Hamadi, Gunther Notni
2018	J	`jnl`	Facial point localization via neural networks in a cascade regression framework. Multim. Tools Appl. Anwar Saeed, Ayoub Al-Hamadi, Heiko Neumann
2018	J	`jnl`	Generative vs. Discriminative Recognition Models for Off-Line Arabic Handwriting. Sensors Moftah Elzobi, Ayoub Al-Hamadi
2018	B	`conf`	How the Region of Interest Impacts Contact Free Heart Rate Estimation Algorithms. ICIP Michal Rapczynski, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
2018	B	`conf`	Intention-Based Anticipatory Interactive Systems. SMC Andreas Wendemuth, Ronald Böck, Andreas Nürnberger, Ayoub Al-Hamadi, André Brechmann, Frank W. Ohl
2018	B	`conf`	Pattern Optimization for 3D Surface Reconstruction with an Active Line Scan Camera System. ICIP Erik Lilienblum, Ayoub Al-Hamadi
2018	J	`jnl`	Vision-based human activity recognition using. Int. Arab J. Inf. Technol. Mahmoud Elmezain, Ayoub Al-Hamadi
2017	—	`conf`	Analysis of facial expressiveness during experimentally induced heat pain. ACII Workshops Philipp Werner, Ayoub Al-Hamadi, Steffen Walter
2017	J	`jnl`	Assessment of Iterative Closest Point Registration Accuracy for Different Phantom Surfaces Captured by an Optical 3D Sensor in Radiotherapy. Comput. Math. Methods Medicine Gerald Krell, Nazila Saeid Nezhad, Mathias Walke, Ayoub Al-Hamadi, Günther Gademann
2017	—	`ch.`	Automated Analysis of Head Pose, Facial Expression and Affect. Companion Technology Robert Niese, Ayoub Al-Hamadi, Heiko Neumann
2017	J	`jnl`	Automatic Pain Assessment with Facial Activity Descriptors. IEEE Trans. Affect. Comput. Philipp Werner, Ayoub Al-Hamadi, Kerstin Limbrecht-Ecklundt, Steffen Walter, Sascha Gruss, Harald C. Traue
2017	B	`conf`	Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS. ICIP Laslo Dinges, Ayoub Al-Hamadi, Moftah Elzobi, Andreas Nürnberger
2017	B	`conf`	Facial action unit intensity estimation and feature relevance visualization with random regression forests. ACII Philipp Werner, Sebastian Handrich, Ayoub Al-Hamadi
2017	Misc	`conf`	Human bodypart classification using geodesic descriptors and random forests. MVA Sebastian Handrich, Ayoub Al-Hamadi, Erik Lilienblum, Zuofeng Liu
2017	—	`ch.`	Investigation of an Augmented Reality-Based Machine Operator Assistance-System. Companion Technology Frerk Saxen, Anne Köpsel, Simon Adler, Rüdiger Mecke, Ayoub Al-Hamadi, Johannes Tümler, Anke Huckauf
2017	B	`conf`	Landmark based head pose estimation benchmark and method. ICIP Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
2017	B	`conf`	Localizing body joints from single depth images using geodetic distances and random tree walk. ICIP Sebastian Handrich, Ayoub Al-Hamadi
2017	Misc	`conf`	Low cost calibration of stereo line scan camera systems. MVA Erik Lilienblum, Sebastian Handrich, Ayoub Al-Hamadi
2017	—	`ch.`	Multi-modal Information Processing inCompanion-Systems: A Ticket Purchase System. Companion Technology Ingo Siegert, Felix Schüssel, Miriam Schmidt, Stephan Reuter, Sascha Meudt, Georg Layher, Gerald Krell, Thilo Hörnle, Sebastian Handrich, Ayoub Al-Hamadi, Klaus Dietmayer, Heiko Neumann, Günther Palm, Friedhelm Schwenker, Andreas Wendemuth
2017	—	`ch.`	Non-intrusive Gesture Recognition in Real Companion Environments. Companion Technology Sebastian Handrich, Omer Rashid, Ayoub Al-Hamadi
2017	—	`conf`	Real vs. Fake Emotion Challenge: Learning to Rank Authenticity from Facial Activity Descriptors. ICCV Workshops Frerk Saxen, Philipp Werner, Ayoub Al-Hamadi
2016	—	`conf`	"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings. SSCI Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss
2016	J	`jnl`	A Discriminative Framework for Action Recognition Using f-HOL Features. Inf. Samy Bakheet, Ayoub Al-Hamadi
2016	J	`jnl`	A Multiresolution Approach to Model-Based 3-D Surface Quality Inspection. IEEE Trans. Ind. Informatics Sebastian von Enzberg, Ayoub Al-Hamadi
2016	B	`conf`	A framework for joint facial expression recognition and point localization. ICPR Anwar Saeed, Ayoub Al-Hamadi
2016	—	`conf`	Advancement in the head pose estimation via depth-based face spotting. SSCI Anwar Saeed, Ayoub Al-Hamadi, Sebastian Handrich
2016	—	`conf`	Comparative study of the descriptive features on the performance of re-identification. ICMCS Kaoutar Jdeb, Mohammed Rziza, Tarik Ljouad, Ayoub Al-Hamadi
2016	B	`conf`	Continuous low latency heart rate estimation from painful faces in real time. ICPR Michal Rapczynski, Philipp Werner, Ayoub Al-Hamadi
2016	J	`jnl`	Registration of Feature-Poor 3D Measurements from Fringe Projection. Sensors Sebastian von Enzberg, Ayoub Al-Hamadi, Ahmed Ghoneim
2016	J	`jnl`	Synthesis of Common Arabic Handwritings to Aid Optical Character Recognition Research. Sensors Laslo Dinges, Ayoub Al-Hamadi, Moftah Elzobi, Sherif El-Etriby
2015	J	`jnl`	A Structured Light Approach for 3-D Surface Reconstruction With a Stereo Line-Scan System. IEEE Trans. Instrum. Meas. Erik Lilienblum, Ayoub Al-Hamadi
2015	—	`conf`	Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
2015	—	`conf`	Body Part Detection for Human Pose Estimation in HCI Environments. ISCT Sebastian Handrich, Ayoub Al-Hamadi
2015	B	`conf`	Boosted human head pose estimation using kinect camera. ICIP Anwar Saeed, Ayoub Al-Hamadi
2015	—	`conf`	CRFs and HCRFs Based Recognition for Off-Line Arabic Handwriting. ISVC (2) Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Sherif El-Etriby
2015	—	`conf`	Data fusion for automated pain recognition. PervasiveHealth Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira
2015	B	`conf`	Full-Body Human Pose Estimation by Combining Geodesic Distances and 3D-Point Cloud Registration. ACIVS Sebastian Handrich, Ayoub Al-Hamadi
2015	A	`conf`	Handling Data Imbalance in Automatic Facial Action Intensity Estimation. BMVC Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi
2015	J	`jnl`	Head Pose Estimation on Top of Haar-Like Face Detection: A Study Using the Kinect Sensor. Sensors Anwar Saeed, Ayoub Al-Hamadi, Ahmed Ghoneim
2015	B	`conf`	Optical Sensor Tracking and 3D-Reconstruction of Hydrogen-Induced Cracking. ACIVS Christian Freye, Christian Bendicks, Erik Lilienblum, Ayoub Al-Hamadi
2015	C	`conf`	Quantitative Analysis of Surface Reconstruction Accuracy Achievable with the TSDF Representation. ICVS Diana Werner, Philipp Werner, Ayoub Al-Hamadi
2015	—	`conf`	Regression-based Head Pose Estimation in 2D Images. ISCT Anwar Saeed, Ayoub Al-Hamadi, Robert Niese
2015	B	`conf`	Towards the Separation of Rigid and Non-rigid Motions for Facial Expression Analysis. Intelligent Environments Georg Layher, Stephan Tschechne, Robert Niese, Ayoub Al-Hamadi, Heiko Neumann
2015	B	`conf`	Utilizing the Bezier descriptors for hand gesture recognition. ICIP Omer Rashid Rashid, Ayoub Al-Hamadi
2014	B	`conf`	A Defect Recognition System for Automated Inspection of Non-rigid Surfaces. ICPR Sebastian von Enzberg, Ayoub Al-Hamadi
2014	—	`conf`	A structured light approach for 3d surface reconstruction with a stereo line-scan system. I2MTC Erik Lilienblum, Ayoub Al-Hamadi
2014	B	`conf`	Automatic Pain Recognition from Video and Biomedical Signals. ICPR Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
2014	B	`conf`	Automatic heart rate estimation from painful faces. ICIP Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue
2014	B	`conf`	Color-based skin segmentation: An evaluation of the state of the art. ICIP Frerk Saxen, Ayoub Al-Hamadi
2014	J	`jnl`	Comparative Learning Applied to Intensity Rating of Facial Expressions of pain. Int. J. Pattern Recognit. Artif. Intell. Philipp Werner, Ayoub Al-Hamadi, Robert Niese
2014	J	`jnl`	Crowd behaviour analysis and anomaly detection by statistical modelling of flow patterns. Int. J. Data Min. Model. Manag. Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
2014	B	`conf`	Detection and tracking approach using an automotive radar to increase active pedestrian safety. Intelligent Vehicles Symposium Michael Heuer, Ayoub Al-Hamadi, A. Rain, Marc-Michael Meinecke
2014	C	`conf`	Dynamical evaluation Of academic performance in e-learning systems using neural networks modeling (time response approach). EDUCON Hassan M. H. Mustafa, Ayoub Al-Hamadi, Nosipho Dladlu, Nada M. Al-Shenawy, Eyas El-Qwasmeh
2014	J	`jnl`	Frame-Based Facial Expression Recognition Using Geometrical Features. Adv. Hum. Comput. Interact. Anwar Saeed, Ayoub Al-Hamadi, Robert Niese, Moftah Elzobi
2014	—	`conf`	Multiple Camera Approach for SLAM Based Ultrasonic Tank Roof Inspection. ICIAR (2) Christian Freye, Christian Bendicks, Erik Lilienblum, Ayoub Al-Hamadi
2014	—	`conf`	Optimal Estimation of Penalty Value for On Line Multiple Choice Questions Using Simulation of Neural Networks and Virtual Students' Testing. UKSim Hassan M. H. Mustafa, Mohammed H. Kortam, Ibrahim H. Assaf, Ayoub Al-Hamadi, Nada M. Al-Shenawy
2014	—	`conf`	Simultaneous multi-camera calibration based on phase-shift measurements on planar surfaces. I2MTC Michal Rapczynski, Erik Lilienblum, Sebastian von Enzberg, Ayoub Al-Hamadi
2014	—	`conf`	Truncated Signed Distance Function: Experiments on Voxel Size. ICIAR (2) Diana Werner, Ayoub Al-Hamadi, Philipp Werner
2013	—	`conf`	A Coded 3d Calibration Method for Line-Scan Cameras. GCPR Erik Lilienblum, Ayoub Al-Hamadi, Bernd Michaelis
2013	A	`conf`	A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition. ICDAR Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Mahmoud Elmezain, Anwar Saeed
2013	A	`conf`	A Locale Group Based Line Segmentation Approach for Non Uniform Skewed and Curved Arabic Handwritings. ICDAR Laslo Dings, Ayoub Al-Hamadi, Moftah Elzobi
2013	B	`conf`	A New Approach for Hand Augmentation Based on Patch Modelling. ACIVS Omer Rashid Ahmed, Ayoub Al-Hamadi
2013	B	`conf`	A Robust Method for Human Pose Estimation Based on Geodesic Distance Features. SMC Sebastian Handrich, Ayoub Al-Hamadi
2013	—	`conf`	A multi-agent mobile robot system with environment perception and HMI capabilities. ICSIPA Michael Tornow, Ayoub Al-Hamadi, Vinzenz Borrmann
2013	B	`conf`	Accurate, Fast and Robust Realtime Face Pose Estimation Using Kinect Camera. SMC Robert Niese, Philipp Werner, Ayoub Al-Hamadi
2013	A	`conf`	An Approach for Arabic Handwriting Synthesis Based on Active Shape Models. ICDAR Laslo Dings, Ayoub Al-Hamadi, Moftah Elzobi
2013	B	`conf`	Automatic Realtime User Performance-Driven Avatar Animation. SMC Stephanie Behrens, Ayoub Al-Hamadi, Eicke Redweik, Robert Niese
2013	B	`conf`	Automatic User-Specific Avatar Parametrisation and Emotion Mapping. ACIVS Stephanie Behrens, Ayoub Al-Hamadi, Robert Niese, Eicke Redweik
2013	—	`conf`	Gabor Wavelet Recognition Approach for Off-Line Handwritten Arabic Using Explicit Segmentation. IP&C Moftah Elzobi, Ayoub Al-Hamadi, Zaher Al Aghbari, Laslo Dings, Anwar Saeed
2013	B	`conf`	Gestic-Based Human Machine Interface for Robot Control. SMC Michael Tornow, Ayoub Al-Hamadi, Vinzenz Borrmann
2013	J	`jnl`	IESK-ArDB: a database for handwritten Arabic and an optimized topological segmentation approach. Int. J. Document Anal. Recognit. Moftah Elzobi, Ayoub Al-Hamadi, Zaher Al Aghbari, Laslo Dings
2013	—	`conf`	On assessment of students' academic achievement considering categorized individual differences at engineering education (Neural Networks Approach). ITHET Hassan M. H. Mustafa, Ayoub Al-Hamadi, Saeed A. Al-Ghamdi, Mohamed M. Hassan, Adel A. Khedr
2013	C	`conf`	On optimality of teaching quality for a mathematical topic using Neural Networks (with a case study). EDUCON Saeed A. Al-Ghamdi, Hassan M. H. Mustafa, Ayoub Al-Hamadi, Mohammed H. Kortam, Abdel Aziz M. Al-Bassiouni
2013	—	`conf`	The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system. CYBCONF Steffen Walter, Sascha Gruss, Hagen Ehleiter, Jun-Wen Tan, Harald C. Traue, Stephen Clive Crawcour, Philipp Werner, Ayoub Al-Hamadi, Adriano O. Andrade
2013	—	`conf`	The effectiveness of using geometrical features for facial expression recognition. CYBCONF Anwar Saeed, Ayoub Al-Hamadi, Robert Niese
2013	A	`conf`	Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining. BMVC Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
2013	B	`conf`	Tracking of a Handheld Ultrasonic Sensor for Corrosion Control on Pipe Segment Surfaces. ACIVS Christian Bendicks, Erik Lilienblum, Christian Freye, Ayoub Al-Hamadi
2013	B	`conf`	Upper-Body Pose Estimation Using Geodesic Distances and Skin-Color. ACIVS Sebastian Handrich, Ayoub Al-Hamadi
2013	—	`conf`	Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions. CYBCONF Ingo Siegert, Michael Glodek, Axel Panning, Gerald Krell, Friedhelm Schwenker, Ayoub Al-Hamadi, Andreas Wendemuth
2012	—	`conf`	A New Multi-camera Based Facial Expression Analysis Concept. ICIAR (2) Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2012	B	`conf`	An SVM approach for activity recognition based on chord-length-function shape features. ICIP Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2012	B	`conf`	Facial feature point detection using simplified gabor wavelets and confidence-based grouping. SMC Axel Panning, Ayoub Al-Hamadi, Bernd Michaelis
2012	B	`conf`	Flow Modeling and skin-based Gaussian pruning to recognize gestural actions using HMM. ICPR Omer Rashid Ahmed, Ayoub Al-Hamadi
2012	B	`conf`	Human action recognition via affine moment invariants. ICPR Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2012	C	`conf`	Image-based gesture recognition for user interaction with mobile companion-based assistance systems. ISDA Frerk Saxen, Omer Rashid Ahmed, Ayoub Al-Hamadi, Simon Adler, Alexa Kernchen, Rüdiger Mecke
2012	C	`conf`	Improving of Gesture Recognition Using Multi-hypotheses Object Association. ICISP Sebastian Handrich, Ayoub Al-Hamadi, Omer Rashid Ahmed
2012	B	`conf`	LDCRFs-based hand gesture recognition. SMC Mahmoud Elmezain, Ayoub Al-Hamadi
2012	B	`conf`	Multi hypotheses based object tracking in HCI environments. ICIP Sebastian Handrich, Ayoub Al-Hamadi
2012	C	`conf`	Neutral-independent geometric features for facial expression recognition. ISDA Anwar Saeed, Ayoub Al-Hamadi, Robert Niese
2012	B	`conf`	Pain recognition and intensity rating based on Comparative Learning. ICIP Philipp Werner, Ayoub Al-Hamadi, Robert Niese
2012	B	`conf`	Recognizing gestural actions. SMC Omer Rashid Ahmed, Ayoub Al-Hamadi
2012	—	`conf`	Sharpness Improvement of Warped Document Images for Top View Book Scanners. SITIS Ramy Battrawy, Markus Schnitzlein, Dietmar Nowack, Gerald Krell, Ayoub Al-Hamadi
2012	C	`conf`	Speaker Tracking Using Multi-modal Fusion Framework. ICISP Anwar Saeed, Ayoub Al-Hamadi, Michael Heuer
2012	J	`jnl`	Stereo-Camera-Based Urban Environment Perception Using Occupancy Grid and Object Tracking. IEEE Trans. Intell. Transp. Syst. Thien-Nghia Nguyen, Bernd Michaelis, Ayoub Al-Hamadi, Michael Tornow, Marc-Michael Meinecke
2011	—	`conf`	A color based approach for eye blink detection in image sequences. ICSIPA Axel Panning, Ayoub Al-Hamadi, Bernd Michaelis
2011	J	`jnl`	An Action Recognition Scheme Using Fuzzy Log-Polar Histogram and Temporal Self-Similarity. EURASIP J. Adv. Signal Process. Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2011	—	`conf`	Coping with hand-hand overlapping in bimanual movements. ICSIPA Anwar Saeed, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2011	J	`jnl`	Efficient KNN search by linear projection of image clusters. Int. J. Intell. Syst. Zaher Al Aghbari, Ayoub Al-Hamadi
2011	J	`jnl`	Quantifying Learning Creativity through Simulation and Modeling of Swarm Intelligence and Neural Networks. Int. J. Online Eng. Hassan M. Mustafa, Turki F. Al-Somani, Ayoub Al-Hamadi
2011	—	`conf`	Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework. ICIAP (1) Georg Layher, Hendrik Liebau, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann
2011	—	`conf`	Solving the Hand-Hand Overlapping for Gesture Application. IP&C Anwar Saeed, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2011	—	`conf`	Synthizing Handwritten Arabic Text Using Active Shape Models. IP&C Laslo Dinges, Moftah Elzobi, Ayoub Al-Hamadi, Zaher Al Aghbari
2010	B	`conf`	A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields. ICPR Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2010	J	`jnl`	A Statistical Framework for Real-Time Traffic Accident Recognition. J. Signal Inf. Process. Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	—	`conf`	An efficient method for real-time activity recognition. SoCPaR Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	B	`conf`	Audio-Visual Data Fusion Using a Particle Filter in the Application of Face Recognition. ICPR Michael Alan Steer, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Crowd behavior detection by statistical modeling of motion patterns. SoCPaR Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
2010	J	`jnl`	Efficient Region-Based Image Querying CoRR Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	J	`jnl`	Emotion Recognition based on 2D-3D Facial Feature Extraction from Color Image Sequences. J. Multim. Robert Niese, Ayoub Al-Hamadi, Axel Panning, Bernd Michaelis
2010	—	`conf`	Human Activity Recognition: A Scheme Using Multiple Cues. ISVC (2) Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	—	`conf`	Human activity recognition via temporal moment invariants. ISSPIT Samy Sadek, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis, Usama Sayed
2010	—	`conf`	Incorporating Social Entropy for Crowd Behavior Detection Using SVM. ISVC (1) Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Integration of geometric and dynamic features for facial expression recognition in color image sequences. SoCPaR Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis, Heiko Neumann
2010	—	`conf`	Integration of gesture and posture recognition systems for interpreting dynamic meanings using particle filter. SoCPaR Omer Rashid Ahmed, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Interpreting Dynamic Meanings by Integrating Gesture and Posture Recognition System. ACCV Workshops (1) Omer Rashid Ahmed, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Multi stereo camera data fusion for fingertip detection in gesture recognition systems. SoCPaR Jörg Appenrodt, Sebastian Handrich, Ayoub Al-Hamadi, Bernd Michaelis
2010	J	`jnl`	On Analysis and Evaluation of Multi-Sensory Cognitive Learning of a Mathematical Topic Using Artificial Neural Networks CoRR Fahad Ahmed Al-Zahrani, Hassan M. Mustafa, Ayoub Al-Hamadi
2010	B	`conf`	Real-Time Automatic Traffic Accident Recognition Using HFG. ICPR Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	—	`conf`	Resolving Data-association Uncertainty - In Mutli-object Tracking through Qualitative Modules. VISAPP (1) Saira Saleem Pathan, Ayoub Al-Hamadi, Gerald Krell, Bernd Michaelis
2010	—	`conf`	Robust methods for hand gesture spotting and recognition using Hidden Markov Models and Conditional Random Fields. ISSPIT Mahmoud Elmezain, Ayoub Al-Hamadi, Samy Sadek, Bernd Michaelis
2010	B	`conf`	Secure Self-Recovery Image Authentication Using Randomly-Sized Blocks. ICPR Ammar M. Hassan, Ayoub Al-Hamadi, Bernd Michaelis, Yassin M. Y. Hasan, Mohamed A. A. Wahab
2010	—	`conf`	Suppression of Uncertainties at Emotional Transitions - Facial Mimics Recognition in Video with 3-D Model. VISAPP (2) Gerald Krell, Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2010	A	`conf`	Toward Robust Action Retrieval in Video. BMVC Samy Bakheet, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2010	B	`conf`	Towards completely rotated Simplified Gabor Wavelets for fast facial feature point detection. ICIP Axel Panning, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Using Conditional Random Field for Crowd Behavior Analysis. ACCV Workshops (1) Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Utilizing Invariant Descriptors for Finger Spelling American Sign Language Using SVM. ISVC (1) Omer Rashid Ahmed, Ayoub Al-Hamadi, Bernd Michaelis
2010	B	`conf`	Variable block-size image authentication with localization and self-recovery. ICIP Ammar M. Hassan, Ayoub Al-Hamadi, Yassin M. Y. Hasan, Mohamed A. A. Wahab, Axel Panning, Bernd Michaelis
2009	J	`jnl`	A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image. J. WSCG Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2009	B	`conf`	A novel public key self-embedding fragile watermarking technique for image authentication. ICIP Ammar M. Hassan, Yassin M. Y. Hasan, Ayoub Al-Hamadi, Mohamed A. A. Wahab, Bernd Michaelis
2009	—	`conf`	An Efficient Approach for Region-Based Image Classification and Retrieval. FGIT-SIP Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2009	—	`conf`	An Efficient Method for Noisy Cell Image Segmentation Using Generalized FGIT-SIP Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2009	—	`conf`	Comparison of Adaptive Learning Performance versus Quantified Creativity Phenomenon using Artificial Neural Network. IICAI Hassan M. Mustafa, Ayoub Al-Hamadi
2009	B	`conf`	Cubic-splines neural network- based system for Image Retrieval. ICIP Samy Sadek, Ayoub Al-Hamadi, Bernd Michaelis, Usama Sayed
2009	—	`conf`	Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color- and Thermal Cameras. FGIT Jörg Appenrodt, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis
2009	—	`conf`	Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models. FGIT-SIP Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2009	B	`conf`	Hand trajectory-based gesture spotting and recognition using HMM. ICIP Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2009	C	`conf`	OIF - An Online Inferential Framework for Multi-object Tracking with Kalman Filter. CAIP Saira Saleem Pathan, Ayoub Al-Hamadi, Bernd Michaelis
2009	—	`conf`	On Comparative Analogy between Ant Colony Systems and Neural Networks Considering Behavioral Learning Performance. IICAI Hassan M. Mustafa, Ayoub Al-Hamadi
2009	J	`jnl`	Towards Pain Recognition in Post-Operative Phases Using 3D-based Features From Video and Support Vector Machines. J. Digit. Content Technol. its Appl. Robert Niese, Ayoub Al-Hamadi, Axel Panning, Dominik G. Brammen, Uwe Ebmeyer, Bernd Michaelis
2008	B	`conf`	A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. ICPR Mahmoud Elmezain, Ayoub Al-Hamadi, Jörg Appenrodt, Bernd Michaelis
2008	Misc	`conf`	Geometric and Optical Flow Based Method for Facial Expression Recognition in Color Image Sequences. ICCVG Ayoub Al-Hamadi, Robert Niese, Saira Saleem Pathan, Bernd Michaelis
2008	Misc	`conf`	Multi-Object Tracking Based on Particle Filter and Data Association in Color Image Sequences. ICCVG Ayoub Al-Hamadi, Saira Saleem Pathan, Bernd Michaelis
2008	—	`conf`	On Comparative Evaluation of Thorndike's Psycho-Learning Experimental Work Versus an Optimal Swarm Intelligent System. CIMCA/IAWTIC/ISE Hassan M. Hassan, Ayoub Al-Hamadi
2008	J	`jnl`	Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences. J. WSCG Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2008	B	`conf`	Robust facial expression recognition based on 3-d supported feature extraction and SVM classification. FG Robert Niese, Ayoub Al-Hamadi, Faisal Aziz, Bernd Michaelis
2007	J	`jnl`	A Novel Method for 3D Face Detection and Normalization. J. Multim. Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2007	—	`conf`	Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision. ICCSA (1) Robert Niese, Ayoub Al-Hamadi, Axel Panning, Bernd Michaelis
2007	—	`conf`	Very Lowbit Rate ideo Codec Based on Diffrentialwavelet Filters. ICCSA Workshops Mostafa A. Ahmad, Ayoub Al-Hamadi, Gerald Krell, Bernd Michaelis
2006	—	`conf`	A Stereo and Color-based Method for Face Pose Estimation and Facial Feature Extraction. ICPR (1) Robert Niese, Ayoub Al-Hamadi, Bernd Michaelis
2006	J	`jnl`	An Intelligent Paradigm for Multi-Objects Tracking in Crowded Environment. J. Digit. Inf. Manag. Ayoub Al-Hamadi, Bernd Michaelis
2005	—	`conf`	Improvement 3-D Reconstruction Accuracy Considering Distortion in Stereovision Using a Set of Linear Spatial Filters. CIMCA/IAWTIC Sherif El-Etriby, Ayoub Al-Hamadi, Bernd Michaelis
2005	—	`conf`	Robust Multi-Object Tracking Under a Wide Range of Real-World Conditions. CIMCA/IAWTIC Ayoub Al-Hamadi, Bernd Michaelis
2005	B	`conf`	Spike-timing-dependent plasticity in 'small world' networks. ESANN Karsten Kube, Andreas Herzog, Bernd Michaelis, Ayoub Al-Hamadi, Ana D. de Lima, Thomas B. Voigt
2005	—	`conf`	Suppression of Cast Shadows for Improved Object Discrimination in Video Sequences. CIMCA/IAWTIC Ayoub Al-Hamadi, Bernd Michaelis
2004	Misc	`conf`	A Fast and robust Approach for the Segmentation of Moving Objects. ICCVG Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis
2004	Misc	`conf`	Feature-Based Correspondence Analysis in Color Image Sequences. ICCVG Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis
2003	C	`conf`	Another Paradigm for the Solution of the Correspondence Problem in Motion Analysis. CIARP Ayoub Al-Hamadi, Robert Niese, Bernd Michaelis
2003	C	`conf`	Improvement of the Fail-Safe Characteristics in Motion Analysis Using Adaptive Technique. CIARP Ayoub Al-Hamadi, Rüdiger Mecke, Bernd Michaelis
2003	—	`conf`	Solutions for Model-Based Analysis of Human Gait. DAGM-Symposium Roman Calow, Bernd Michaelis, Ayoub Al-Hamadi
2002	—	`conf`	Fulfilment of the Demand for Robustness and Flexibility in the Motion Analysis Systems by Adaptive Colour Space Transformation. CGIV Ayoub Al-Hamadi, Bernd Michaelis
2001	—	`—`	Verbesserte Störsicherheit bei der Bewegungsanalyse in monokularen Farbbildsequenzen durch adaptive Farbraumtransformation. Ayoub Al-Hamadi
1998	B	`conf`	A robust method for block-based motion estimation in RGB-image sequences. ICPR Rüdiger Mecke, Ayoub Al-Hamadi, Bernd Michaelis