Ayoub Al-Hamadi

Orcid: 0000-0002-3632-2402

Affiliations:
  • Otto-von-Guericke-University Magdeburg, Germany


According to our database1, Ayoub Al-Hamadi authored at least 218 papers between 1998 and 2024.

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

Timeline

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Bibliography

2024
Fine-grained gaze estimation based on the combination of regression and classification losses.
Appl. Intell., November, 2024

Exploring facial cues: automated deception detection using artificial intelligence.
Neural Comput. Appl., August, 2024

Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation.
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

NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

LSTM-based Heart Rate Estimation from Facial Video Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

An Intelligent Approach for Continuous Pain Intensity Prediction.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
JAMsFace: joint adaptive margins loss for deep face recognition.
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

Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation.
CoRR, 2023

Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches.
CoRR, 2023

Sentiment-Based Engagement Strategies for Intuitive Human-Robot Interaction.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Uncovering Lies: Deception Detection in a Rolling-Dice Experiment.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

L2CS-Net : Fine-Grained Gaze Estimation in Unconstrained Environments.
Proceedings of the 8th International Conference on Frontiers of Signal Processing, 2023

2022
Automatic Recognition Methods Supporting Pain Assessment: A Survey.
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

An online semantic mapping system for extending and enhancing visual SLAM.
Eng. Appl. Artif. Intell., 2022

Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications.
CoRR, 2022

L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments.
CoRR, 2022

Multimodal Engagement Prediction in Multiperson Human-Robot Interaction.
IEEE Access, 2022

6d Rotation Representation For Unconstrained Head Pose Estimation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
A Baseline for Cross-Database 3D Human Pose Estimation.
Sensors, 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

Robust hand gesture recognition using multiple shape-oriented visual cues.
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

Semantic-Aware Environment Perception for Mobile Human-Robot Interaction.
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

A Survey on Loss Functions for Deep Face Recognition Network.
Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021

2020
Robots and Wizards: An Investigation Into Natural Human-Robot Interaction.
IEEE Access, 2020

Pixel-Wise Motion Segmentation for SLAM in Dynamic Environments.
IEEE Access, 2020

Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images.
IEEE Access, 2020

Deep Facial Expression Recognition with Occlusion Regularization.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

SLAM-Based Multistate Tracking System for Mobile Human-Robot Interaction.
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

Finding K Most Significant Motifs in Big Time Series Data.
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
Effects of Video Encoding on Camera-Based Heart Rate Estimation.
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

Face Attribute Detection with MobileNetV2 and NasNet-Mobile.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Cross-Database Evaluation of Pain Recognition from Facial Video.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Simultaneous Prediction of Valence / Arousal and Emotion Categories in Real-time.
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019

Improvement of Data-Driven 3-D Surface Quality Inspection by Deformation Simulation.
Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications, 2019

Detecting Arbitrarily Rotated Faces for Face Analysis.
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

Twofold-Multimodal Pain Recognition with the X-ITE Pain Database.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018
Generative vs. Discriminative Recognition Models for Off-Line Arabic Handwriting.
Sensors, 2018

Facial point localization via neural networks in a cascade regression framework.
Multim. Tools Appl., 2018

Vision-based human activity recognition using.
Int. Arab J. Inf. Technol., 2018

Intention-Based Anticipatory Interactive Systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Multi-Spectral Database for NIR Heart Rate Estimation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

How the Region of Interest Impacts Contact Free Heart Rate Estimation Algorithms.
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

3D Human Pose Estimation Using Stochastic Optimization in Real Time.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Multi-modal Information Processing inCompanion-Systems: A Ticket Purchase System.
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

Investigation of an Augmented Reality-Based Machine Operator Assistance-System.
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

Automated Analysis of Head Pose, Facial Expression and Affect.
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

Non-intrusive Gesture Recognition in Real Companion Environments.
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

Automatic Pain Assessment with Facial Activity Descriptors.
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

Low cost calibration of stereo line scan camera systems.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Human bodypart classification using geodesic descriptors and random forests.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Landmark based head pose estimation benchmark and method.
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

Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS.
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

Analysis of facial expressiveness during experimentally induced heat pain.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016
A Multiresolution Approach to Model-Based 3-D Surface Quality Inspection.
IEEE Trans. Ind. Informatics, 2016

Registration of Feature-Poor 3D Measurements from Fringe Projection.
Sensors, 2016

Synthesis of Common Arabic Handwritings to Aid Optical Character Recognition Research.
Sensors, 2016

A Discriminative Framework for Action Recognition Using f-HOL Features.
Inf., 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

Advancement in the head pose estimation via depth-based face spotting.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A framework for joint facial expression recognition and point localization.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Continuous low latency heart rate estimation from painful faces in real time.
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

Data fusion for automated pain recognition.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity.
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

CRFs and HCRFs Based Recognition for Off-Line Arabic Handwriting.
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

Boosted human head pose estimation using kinect camera.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Utilizing the Bezier descriptors for hand gesture recognition.
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

Handling Data Imbalance in Automatic Facial Action Intensity Estimation.
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

Optical Sensor Tracking and 3D-Reconstruction of Hydrogen-Induced Cracking.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Comparative Learning Applied to Intensity Rating of Facial Expressions of pain.
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

Frame-Based Facial Expression Recognition Using Geometrical Features.
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

Automatic Pain Recognition from Video and Biomedical Signals.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Defect Recognition System for Automated Inspection of Non-rigid Surfaces.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic heart rate estimation from painful faces.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Color-based skin segmentation: An evaluation of the state of the art.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Truncated Signed Distance Function: Experiments on Voxel Size.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Multiple Camera Approach for SLAM Based Ultrasonic Tank Roof Inspection.
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

Gestic-Based Human Machine Interface for Robot Control.
Proceedings of the IEEE International Conference on Systems, 2013

Accurate, Fast and Robust Realtime Face Pose Estimation Using Kinect Camera.
Proceedings of the IEEE International Conference on Systems, 2013

A Robust Method for Human Pose Estimation Based on Geodesic Distance Features.
Proceedings of the IEEE International Conference on Systems, 2013

Automatic Realtime User Performance-Driven Avatar Animation.
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

A multi-agent mobile robot system with environment perception and HMI capabilities.
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

An Approach for Arabic Handwriting Synthesis Based on Active Shape Models.
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

A Coded 3d Calibration Method for Line-Scan Cameras.
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

The effectiveness of using geometrical features for facial expression recognition.
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

Upper-Body Pose Estimation Using Geodesic Distances and Skin-Color.
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

Automatic User-Specific Avatar Parametrisation and Emotion Mapping.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

A New Approach for Hand Augmentation Based on Patch Modelling.
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

LDCRFs-based hand gesture recognition.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Recognizing gestural actions.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Sharpness Improvement of Warped Document Images for Top View Book Scanners.
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

Neutral-independent geometric features for facial expression recognition.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Human action recognition via affine moment invariants.
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

Speaker Tracking Using Multi-modal Fusion Framework.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Improving of Gesture Recognition Using Multi-hypotheses Object Association.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Pain recognition and intensity rating based on Comparative Learning.
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

Multi hypotheses based object tracking in HCI environments.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A New Multi-camera Based Facial Expression Analysis Concept.
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

Efficient KNN search by linear projection of image clusters.
Int. J. Intell. Syst., 2011

An Action Recognition Scheme Using Fuzzy Log-Polar Histogram and Temporal Self-Similarity.
EURASIP J. Adv. Signal Process., 2011

Solving the Hand-Hand Overlapping for Gesture Application.
Proceedings of the Image Processing and Communications Challenges 3, 2011

Synthizing Handwritten Arabic Text Using Active Shape Models.
Proceedings of the Image Processing and Communications Challenges 3, 2011

Coping with hand-hand overlapping in bimanual movements.
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011

A color based approach for eye blink detection in image sequences.
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
A Statistical Framework for Real-Time Traffic Accident Recognition.
J. Signal Inf. Process., 2010

Emotion Recognition based on 2D-3D Facial Feature Extraction from Color Image Sequences.
J. Multim., 2010

Efficient Region-Based Image Querying
CoRR, 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

An efficient method for real-time activity recognition.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Crowd behavior detection by statistical modeling of motion patterns.
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

Human Activity Recognition: A Scheme Using Multiple Cues.
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

Incorporating Social Entropy for Crowd Behavior Detection Using SVM.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Human activity recognition via temporal moment invariants.
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

Real-Time Automatic Traffic Accident Recognition Using HFG.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Secure Self-Recovery Image Authentication Using Randomly-Sized Blocks.
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

Variable block-size image authentication with localization and self-recovery.
Proceedings of the International Conference on Image Processing, 2010

Toward Robust Action Retrieval in Video.
Proceedings of the British Machine Vision Conference, 2010

Using Conditional Random Field for Crowd Behavior Analysis.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

Interpreting Dynamic Meanings by Integrating Gesture and Posture Recognition System.
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

Cubic-splines neural network- based system for Image Retrieval.
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

Hand trajectory-based gesture spotting and recognition using HMM.
Proceedings of the International Conference on Image Processing, 2009

An Efficient Approach for Region-Based Image Classification and Retrieval.
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

Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models.
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

OIF - An Online Inferential Framework for Multi-object Tracking with Kalman Filter.
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
A Novel Method for 3D Face Detection and Normalization.
J. Multim., 2007

Real-Time Capable Method for Facial Expression Recognition in Color and Stereo Vision.
Proceedings of the Computational Science and Its Applications, 2007

Very Lowbit Rate ideo Codec Based on Diffrentialwavelet Filters.
Proceedings of the Selected Papers of the Fifth International Conference on, 2007

2006
An Intelligent Paradigm for Multi-Objects Tracking in Crowded Environment.
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
Spike-timing-dependent plasticity in 'small world' networks.
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

Robust Multi-Object Tracking Under a Wide Range of Real-World Conditions.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Suppression of Cast Shadows for Improved Object Discrimination in Video Sequences.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Feature-Based Correspondence Analysis in Color Image Sequences.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

A Fast and robust Approach for the Segmentation of Moving Objects.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003
Solutions for Model-Based Analysis of Human Gait.
Proceedings of the Pattern Recognition, 2003

Another Paradigm for the Solution of the Correspondence Problem in Motion Analysis.
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
A robust method for block-based motion estimation in RGB-image sequences.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998


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