Ayoub Al-Hamadi
Orcid: 0000-0002-3632-2402Affiliations:
- Otto-von-Guericke-University Magdeburg, Germany
According to our database1,
Ayoub Al-Hamadi
authored at least 218 papers
between 1998 and 2024.
Collaborative distances:
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on orcid.org
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on d-nb.info
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on iesk.ovgu.de
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Bibliography
2024
Fine-grained gaze estimation based on the combination of regression and classification losses.
Appl. Intell., November, 2024
Neural Comput. Appl., August, 2024
IEEE Trans. Image Process., 2024
A review of visual SLAM for robotics: evolution, properties, and future applications.
Frontiers Robotics AI, 2024
Hybrid Sparrow Search-Exponential Distribution Optimization with Differential Evolution for Parameter Prediction of Solar Photovoltaic Models.
Algorithms, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Neural Comput. Appl., September, 2023
Deep face segmentation for improved heart and respiratory rate estimation from videos.
J. Ambient Intell. Humaniz. Comput., July, 2023
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database.
J. Vis. Commun. Image Represent., March, 2023
Hybrid Bag-of-Visual-Words and FeatureWiz Selection for Content-Based Visual Information Retrieval.
Sensors, February, 2023
Assessing the Value of Multimodal Interfaces: A Study on Human-Machine Interaction in Weld Inspection Workstations.
Sensors, 2023
CoRR, 2023
Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches.
CoRR, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the 8th International Conference on Frontiers of Signal Processing, 2023
2022
IEEE Trans. Affect. Comput., 2022
Robot System Assistant (RoSA): Towards Intuitive Multi-Modal and Multi-Device Human-Robot Interaction.
Sensors, 2022
An Automatic System for Continuous Pain Intensity Monitoring Based on Analyzing Data from Uni-, Bi-, and Multi-Modality.
Sensors, 2022
Eng. Appl. Artif. Intell., 2022
Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications.
CoRR, 2022
IEEE Access, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database.
Sensors, 2021
SFPD: Simultaneous Face and Person Detection in Real-Time for Human-Robot Interaction.
Sensors, 2021
Simultaneous prediction of valence / arousal and emotion categories and its application in an HRC scenario.
J. Ambient Intell. Humaniz. Comput., 2021
EURASIP J. Image Video Process., 2021
Automatic detection of COVID-19 using pruned GLCM-Based texture features and LDCRF classification.
Comput. Biol. Medicine, 2021
Facial Video-Based Respiratory Rate Recognition Interpolating Pulsatile PPG Rise And Fall Times.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
Using Facial Action Recognition to Evaluate User Perception in Aggravated HRC Scenarios.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
Robot System Assistant (RoSA): concept for an intuitive multi-modal and multi-device interaction system.
Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021
Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021
2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet Challenge.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Simultaneous Prediction of Valence/Arousal and Emotions on AffectNet, Aff-Wild and AFEW-VA.
Proceedings of the 11th International Conference on Ambient Systems, 2020
Proceedings of the 11th International Conference on Ambient Systems, 2020
2019
IEEE Trans. Biomed. Eng., 2019
Predicting Group Contribution Behaviour in a Public Goods Game from Face-to-Face Communication.
Sensors, 2019
Combining Static and Dynamic Predictions of Transfer Points for Human Initiated Handovers.
Proceedings of the Social Robotics - 11th International Conference, 2019
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity Estimation.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
2018
Sensors, 2018
Multim. Tools Appl., 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Pattern Optimization for 3D Surface Reconstruction with an Active Line Scan Camera System.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
IEEE Trans. Affect. Comput., 2017
Assessment of Iterative Closest Point Registration Accuracy for Different Phantom Surfaces Captured by an Optical 3D Sensor in Radiotherapy.
Comput. Math. Methods Medicine, 2017
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Localizing body joints from single depth images using geodetic distances and random tree walk.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Real vs. Fake Emotion Challenge: Learning to Rank Authenticity from Facial Activity Descriptors.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Facial action unit intensity estimation and feature relevance visualization with random regression forests.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017
2016
IEEE Trans. Ind. Informatics, 2016
Synthesis of Common Arabic Handwritings to Aid Optical Character Recognition Research.
Sensors, 2016
"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Comparative study of the descriptive features on the performance of re-identification.
Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016
2015
A Structured Light Approach for 3-D Surface Reconstruction With a Stereo Line-Scan System.
IEEE Trans. Instrum. Meas., 2015
Head Pose Estimation on Top of Haar-Like Face Detection: A Study Using the Kinect Sensor.
Sensors, 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
Towards the Separation of Rigid and Non-rigid Motions for Facial Expression Analysis.
Proceedings of the 2015 International Conference on Intelligent Environments, 2015
Quantitative Analysis of Surface Reconstruction Accuracy Achievable with the TSDF Representation.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Regression-based Head Pose Estimation in 2D Images.
Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), 2015
Body Part Detection for Human Pose Estimation in HCI Environments.
Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), 2015
Proceedings of the British Machine Vision Conference 2015, 2015
Full-Body Human Pose Estimation by Combining Geodesic Distances and 3D-Point Cloud Registration.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
2014
Int. J. Pattern Recognit. Artif. Intell., 2014
Crowd behaviour analysis and anomaly detection by statistical modelling of flow patterns.
Int. J. Data Min. Model. Manag., 2014
Adv. Hum. Comput. Interact., 2014
Optimal Estimation of Penalty Value for On Line Multiple Choice Questions Using Simulation of Neural Networks and Virtual Students' Testing.
Proceedings of the UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, 2014
Detection and tracking approach using an automotive radar to increase active pedestrian safety.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Simultaneous multi-camera calibration based on phase-shift measurements on planar surfaces.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014
A structured light approach for 3d surface reconstruction with a stereo line-scan system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014
Dynamical evaluation Of academic performance in e-learning systems using neural networks modeling (time response approach).
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014
2013
IESK-ArDB: a database for handwritten Arabic and an optimized topological segmentation approach.
Int. J. Document Anal. Recognit., 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
On assessment of students' academic achievement considering categorized individual differences at engineering education (Neural Networks Approach).
Proceedings of the 2013 12th International Conference on Information Technology Based Higher Education and Training, 2013
Gabor Wavelet Recognition Approach for Off-Line Handwritten Arabic Using Explicit Segmentation.
Proceedings of the Image Processing and Communications Challenges 5, 2013
Proceedings of the 2013 IEEE International Conference on Signal and Image Processing Applications, 2013
A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
A Locale Group Based Line Segmentation Approach for Non Uniform Skewed and Curved Arabic Handwritings.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
On optimality of teaching quality for a mathematical topic using Neural Networks (with a case study).
Proceedings of the IEEE Global Engineering Education Conference, 2013
Proceedings of the Pattern Recognition - 35th German Conference, 2013
Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining.
Proceedings of the British Machine Vision Conference, 2013
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013
Tracking of a Handheld Ultrasonic Sensor for Corrosion Control on Pipe Segment Surfaces.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013
2012
Stereo-Camera-Based Urban Environment Perception Using Occupancy Grid and Object Tracking.
IEEE Trans. Intell. Transp. Syst., 2012
Facial feature point detection using simplified gabor wavelets and confidence-based grouping.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012
Image-based gesture recognition for user interaction with mobile companion-based assistance systems.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Flow Modeling and skin-based Gaussian pruning to recognize gestural actions using HMM.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
An SVM approach for activity recognition based on chord-length-function shape features.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
2011
Quantifying Learning Creativity through Simulation and Modeling of Swarm Intelligence and Neural Networks.
Int. J. Online Eng., 2011
Int. J. Intell. Syst., 2011
An Action Recognition Scheme Using Fuzzy Log-Polar Histogram and Temporal Self-Similarity.
EURASIP J. Adv. Signal Process., 2011
Proceedings of the Image Processing and Communications Challenges 3, 2011
Proceedings of the Image Processing and Communications Challenges 3, 2011
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011
Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
2010
J. Signal Inf. Process., 2010
Emotion Recognition based on 2D-3D Facial Feature Extraction from Color Image Sequences.
J. Multim., 2010
On Analysis and Evaluation of Multi-Sensory Cognitive Learning of a Mathematical Topic Using Artificial Neural Networks
CoRR, 2010
Resolving Data-association Uncertainty - In Mutli-object Tracking through Qualitative Modules.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Suppression of Uncertainties at Emotional Transitions - Facial Mimics Recognition in Video with 3-D Model.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Integration of geometric and dynamic features for facial expression recognition in color image sequences.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Multi stereo camera data fusion for fingertip detection in gesture recognition systems.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Integration of gesture and posture recognition systems for interpreting dynamic meanings using particle filter.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Utilizing Invariant Descriptors for Finger Spelling American Sign Language Using SVM.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Robust methods for hand gesture spotting and recognition using Hidden Markov Models and Conditional Random Fields.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Audio-Visual Data Fusion Using a Particle Filter in the Application of Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Towards completely rotated Simplified Gabor Wavelets for fast facial feature point detection.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the British Machine Vision Conference, 2010
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010
2009
A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image.
J. WSCG, 2009
Towards Pain Recognition in Post-Operative Phases Using 3D-based Features From Video and Support Vector Machines.
J. Digit. Content Technol. its Appl., 2009
Comparison of Adaptive Learning Performance versus Quantified Creativity Phenomenon using Artificial Neural Network.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009
On Comparative Analogy between Ant Colony Systems and Neural Networks Considering Behavioral Learning Performance.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009
Proceedings of the International Conference on Image Processing, 2009
A novel public key self-embedding fragile watermarking technique for image authentication.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009
An Efficient Method for Noisy Cell Image Segmentation Using Generalized <i>α</i>-Entropy.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009
Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color- and Thermal Cameras.
Proceedings of the Future Generation Information Technology, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences.
J. WSCG, 2008
A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Multi-Object Tracking Based on Particle Filter and Data Association in Color Image Sequences.
Proceedings of the Computer Vision and Graphics, International Conference, 2008
Geometric and Optical Flow Based Method for Facial Expression Recognition in Color Image Sequences.
Proceedings of the Computer Vision and Graphics, International Conference, 2008
Robust facial expression recognition based on 3-d supported feature extraction and SVM classification.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
On Comparative Evaluation of Thorndike's Psycho-Learning Experimental Work Versus an Optimal Swarm Intelligent System.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
2007
Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision.
Proceedings of the Computational Science and Its Applications, 2007
Proceedings of the Selected Papers of the Fifth International Conference on, 2007
2006
J. Digit. Inf. Manag., 2006
A Stereo and Color-based Method for Face Pose Estimation and Facial Feature Extraction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Improvement 3-D Reconstruction Accuracy Considering Distortion in Stereovision Using a Set of Linear Spatial Filters.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2004
Proceedings of the International Conference on Computer Vision and Graphics, 2004
Proceedings of the International Conference on Computer Vision and Graphics, 2004
2003
Proceedings of the Pattern Recognition, 2003
Proceedings of the Progress in Pattern Recognition, 2003
Improvement of the Fail-Safe Characteristics in Motion Analysis Using Adaptive Technique.
Proceedings of the Progress in Pattern Recognition, 2003
2002
Fulfilment of the Demand for Robustness and Flexibility in the Motion Analysis Systems by Adaptive Colour Space Transformation.
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002
2001
Verbesserte Störsicherheit bei der Bewegungsanalyse in monokularen Farbbildsequenzen durch adaptive Farbraumtransformation.
PhD thesis, 2001
1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998