Nikolaos D. Doulamis

According to our database1, Nikolaos D. Doulamis authored at least 294 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review.
Comput. Biol. Medicine, March, 2024

Learning using privileged information for segmenting tumors on digital mammograms.
CoRR, 2024

2023
Ensemble Learning for Blending Gridded Satellite and Gauge-Measured Precipitation Data.
Remote. Sens., October, 2023

Performance-Aware NILM Model Optimization for Edge Deployment.
IEEE Trans. Green Commun. Netw., September, 2023

A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP.
IEEE Geosci. Remote. Sens. Lett., 2023

Machine learning for uncertainty estimation in fusing precipitation observations from satellites and ground-based gauges.
CoRR, 2023

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation.
CoRR, 2023

Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data.
CoRR, 2023

Comparison of tree-based ensemble algorithms for merging satellite and earth-observed precipitation data at the daily time scale.
CoRR, 2023

Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification.
IEEE Access, 2023

Evaluating the Effectiveness of Unsupervised and Supervised Techniques for Identifying Deteriorations on Cultural Heritage Monuments Using Hyper-spectral Imagery.
Proceedings of the Transdisciplinary Multispectral Modeling and Cooperation for the Preservation of Cultural Heritage, 2023

An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Dynamically tangible cultural heritage monitoring from web video sources.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Multi-Spectral Band Selection and Spatial Explanations Using XAI Algorithms in Remote Sensing Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2023

Site Diversity Switching Prediction AT Q Band Using Deep Learning Techniques in Satellite Communications.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements.
IEEE Trans. Geosci. Remote. Sens., 2022

ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring.
Sensors, 2022

COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level.
Sensors, 2022

Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring.
Sensors, 2022

Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing.
Remote. Sens., 2022

Solar Power driven EV Charging Optimization with Deep Reinforcement Learning.
CoRR, 2022

Unsupervised diabetic foot monitoring techniques.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

A deep-learning based diagnostic framework for Breast Cancer.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Interpretation of net promoter score attributes using explainable AI.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Robotic Maintenance of Road Infrastructures: The HERON Project.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms.
Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning.
Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring.
Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Multi-property Tensor-Based Learning for Abnormal Event Detection.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Designing a Cloud Based Platform for Monitoring Well-Being and Public Health in Areas with Natural Based Solutions.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2022

An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies.
Vis. Comput., 2021

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images.
Sensors, 2021

Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery.
Remote. Sens., 2021

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification.
IEEE Access, 2021

Deep learning models for COVID-19 infected area segmentation in CT images.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments.
Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

An Introduction to the euPOLIS Project.
Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Application Programming Interface for a Customer Experience Analysis Tool.
Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Assessing the Lockdown Effects on Air Quality During COVID-19 Era.
Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders.
Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Spatio-Temporal Ionospheric TEC Prediction Using a Deep CNN-GRU Model on GNSS Measurements.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Robust to Noise Adversarial Recurrent Model for Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models.
IEEE Trans. Smart Grid, 2020

A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations.
Remote. Sens., 2020

Physics-based keyframe selection for human motion summarization.
Multim. Tools Appl., 2020

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition.
CoRR, 2020

Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms.
IEEE Computer Graphics and Applications, 2020

Long-term recurrent convolutional networks for non-intrusive load monitoring.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

A cost -effective photonics-based device for early prediction, monitoring and management of diabetic foot ulcers.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Creating a Baseline for Robust Energy Savings Estimation in Households.
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Confusion Matrix Analysis for NPS.
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images.
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling.
Proceedings of the IEEE International Conference on Image Processing, 2020

EnerGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM.
Proceedings of the Cyber-Physical Security for Critical Infrastructures Protection, 2020

Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis.
Proceedings of the Visual Computing for Cultural Heritage, 2020

2019
Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems.
IEEE Signal Process. Mag., 2019

WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis.
Sensors, 2019

Building Extraction From LiDAR Data Applying Deep Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2019

WebGL enabled smart avatar warping for body weight animated evolution.
Entertain. Comput., 2019

Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction.
Comput. Intell. Neurosci., 2019

Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing.
Appl. Intell., 2019

Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation.
IEEE Access, 2019

Choreographic Pose Identification using Convolutional Neural Networks.
Proceedings of the 11th International Conference on Virtual Worlds and Games for Serious Applications, 2019

Non-Intrusive Load Monitoring for Personalized Strategies Towards Energy Consumption Reduction.
Proceedings of the 14th International Workshop on Semantic and Social Media Adaptation and Personalization, 2019

Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Common Mode Patterns for Supervised Tensor Subspace Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Virtual Associations of Prosumers for Smart Energy Networks Under a Renewable Split Market.
IEEE Trans. Smart Grid, 2018

Tensor-Based Classification Models for Hyperspectral Data Analysis.
IEEE Trans. Geosci. Remote. Sens., 2018

Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery.
IEEE Trans. Circuits Syst. Video Technol., 2018

3D reconstruction of disaster scenes for urban search and rescue.
Multim. Tools Appl., 2018

Adaptable deep learning structures for object labeling/tracking under dynamic visual environments.
Multim. Tools Appl., 2018

Autonomous robotic system for tunnel structural inspection and assessment.
Int. J. Intell. Robotics Appl., 2018

Deep Learning for Computer Vision: A Brief Review.
Comput. Intell. Neurosci., 2018

Recent Developments in Deep Learning for Engineering Applications.
Comput. Intell. Neurosci., 2018

Spatio-temporal summarization of dance choreographies.
Comput. Graph., 2018

An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology.
Proceedings of the 10th International Conference on Virtual Worlds and Games for Serious Applications, 2018

Image Warping Using WebGL for a Smart Avatar Animating Body Weight Evolution.
Proceedings of the 10th International Conference on Virtual Worlds and Games for Serious Applications, 2018

GNSSGET and GNSSPLOT Platforms - Matlab GUIs for Retrieving GNSS Products and Visualizing GNSS Solutions.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Multidimensional Trajectory Similarity Estimation via Spatial-Temporal Keyframe Selection and Signal Correlation Analysis.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Adaptive Deep Learning for a Vision-based Fall Detection.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Skeleton Extraction of Dance Sequences from 3D Points Using Convolutional Neural Networks Based on a New Developed C3D Visualization Interface.
Proceedings of the Challenges of the Digital Transformation in Education - Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL 2018), 2018

Hierarchical Sparse Modeling for Representative Selection in Choreographic Time Series.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Combined Convolutional Neural Networks and Fuzzy Spectral Clustering for Real Time Crack Detection in Tunnels.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Tensor-Based Nonlinear Classifier for High-Order Data Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Understanding Historical Cityscapes from Aerial Imagery Through Machine Learning.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2018

Pervasive 3D Reconstruction to Identify Hidden 3D Survival Spaces for Search and Rescue Management.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Dance Posture/Steps Classification Using 3D Joints from the Kinect Sensors.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017
Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering.
J. Electronic Imaging, 2017

Tensor-Based Classifiers for Hyperspectral Data Analysis.
CoRR, 2017

Stacked Autoencoders for Outlier Detection in Over-the-Horizon Radar Signals.
Comput. Intell. Neurosci., 2017

Extraction of key postures from 3D human motion data for choreography summarization.
Proceedings of the 9th International Conference on Virtual Worlds and Games for Serious Applications, 2017

Preface.
Proceedings of the 9th International Conference on Virtual Worlds and Games for Serious Applications, 2017

Hybrid Meta-Filtering System for Cultural Monument Related Recommendations.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Recognizing Buildings through Deep Learning: A Case Study on Half-timbered Framed Buildings in Calw City.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Transforming Intangible Folkloric Performing Arts into Tangible Choreographic Digital Objects: The Terpsichore Approach.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Requirements collection for the design and development of a pervasive water quality monitoring photonic device.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Human Object Detection using Very Low Resolution Thermal Cameras for Urban Search and Rescue.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

An investigation on multi-objective optimization of feedforward neural network topology.
Proceedings of the 8th International Conference on Information, 2017

4D Modelling in Cultural Heritage.
Proceedings of the Advances in Digital Cultural Heritage - International Workshop, 2017

Modelling of Static and Moving Objects: Digitizing Tangible and Intangible Cultural Heritage.
Proceedings of the Mixed Reality and Gamification for Cultural Heritage, 2017

2016
Event Detection in Twitter Microblogging.
IEEE Trans. Cybern., 2016

An automatic event-complementing human life summarization scheme based on a social computing method over social media content.
Multim. Tools Appl., 2016

3D measures exploitation for a monocular semi-supervised fall detection system.
Multim. Tools Appl., 2016

In the wild image retrieval and clustering for 3D cultural heritage landmarks reconstruction.
Multim. Tools Appl., 2016

Guest Editorial: Analysis and Retrieval of Events/Actions and Workflows in Video Streams.
Multim. Tools Appl., 2016

Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery.
CoRR, 2016

Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Vision Based Fall Detector Exploiting Deep Learning.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Deep learning based human behavior recognition in industrial workflows.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Unsupervised Segmentation of Stereoscopic Video Objects: Constrained Segmentation Fusion Versus Greedy Active Contours.
J. Signal Process. Syst., 2015

Variational Inference for Background Subtraction in Infrared Imagery.
CoRR, 2015

Multiple object tracking with background estimation in hyperspectral video sequences.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Maritime Targets Detection from Ground Cameras Exploiting Semi-supervised Machine Learning.
Proceedings of the VISAPP 2015, 2015

A 4D Virtual/Augmented Reality Viewer Exploiting Unstructured Web-based Image Data.
Proceedings of the VISAPP 2015, 2015

Micro-scale thermal behavioral analysis for active evacuation routes.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Multi-modal Computer Vision for the Detection of Multi-scale Crowd Physical Motions and Behavior in Confined Spaces.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Image Based Approaches for Tunnels' Defects Recognition via Robotic Inspectors.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Fair pricing mechanism for coalitions in rural areas.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Demand allocation in local RES electricity market among multiple microgrids and multiple utilities through aggregators.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Deep supervised learning for hyperspectral data classification through convolutional neural networks.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Deep Convolutional Neural Networks for efficient vision based tunnel inspection.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

Employing Relevance Feedback to Embed Content and Service Importance into the Selection Process of Composite Cloud Services.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2015

Efficient Clustering of DERs in a Virtual Association for Profit Optimization.
Proceedings of the 2015 Euromicro Conference on Digital System Design, 2015

2014
Resource Selection for Tasks with Time Requirements Using Spectral Clustering.
IEEE Trans. Computers, 2014

A top-down event-driven approach for concurrent activity recognition.
Multim. Tools Appl., 2014

Guest editorial: Event-based video analysis/retrieval.
Multim. Tools Appl., 2014

Active learning of user's preferences estimation towards a personalized 3D navigation of geo-referenced scenes.
GeoInformatica, 2014

Multi-sensor target detection and tracking system for sea ground borders surveillance.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Precise 3D Measurements for Tracked Objects from Synchronized Stereo-Video Sequences.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Semi-supervised deep learning for object tracking and classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On Least Expected Transmissions multicasting in wireless networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

Content-Based Filtering for Fast 3D Reconstruction from Unstructured Web-Based Image Data.
Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014

2013
Personalised 3D navigation and understanding of Geo-referenced Scenes.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Tapped delay multiclass support vector machines for industrial workflow recognition.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Vision-based maritime surveillance system using fused visual attention maps and online adaptable tracker.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Behavior recognition from video based on human constrained descriptor and adaptable neural networks.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

A non-parametric unsupervised approach for content based image retrieval and clustering.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

4th ACM/IEEE ARTEMIS 2013 international workshop on analysis and retrieval of tracked events and motion in imagery streams.
Proceedings of the ACM Multimedia Conference, 2013

A Constraint Inductive Learning-Spectral Clustering Methodology for Personalized 3D Navigation.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Video abstraction in social media: Augmenting facebook's EdgeRank algorithm in video content presentation.
Proceedings of the IEEE International Conference on Image Processing, 2013

PERIKLIS - Electronic Democracy in the 21st Century Using Mobile and Social Network Technologies.
Proceedings of the Electronic Government and Electronic Participation: Joint Proceedings of Ongoing Research of IFIP EGOV and IFIP ePart 2013, 2013

Improving Service Quality for Parking Lot Users Using Intelligent Parking Reservation Policies.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
A service oriented architecture for decision support systems in environmental crisis management.
Future Gener. Comput. Syst., 2012

Bayesian filter based behavior recognition in workflows allowing for user feedback.
Comput. Vis. Image Underst., 2012

Improving Multi-Camera Activity Recognition by Employing Neural Network Based Readjustment.
Appl. Artif. Intell., 2012

On-line Spectral Learning in Exploring 3D Large Scale Geo-Referred Scenes.
Proceedings of the Progress in Cultural Heritage Preservation, 2012

Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Connected TV and beyond.
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012

2011
Objects Description Exploiting User's Sociality.
Proceedings of the Intelligent Computer Graphics 2011, 2011

Optimizing Resource Conflicts in Workflow Management Systems.
IEEE Trans. Knowl. Data Eng., 2011

Disaster Management Evaluation and Recommendation.
Proceedings of the Third International Conference on Games and Virtual Worlds for Serious Applications, 2011

ACM international workshop on social and behavioral networked media access (SBNMA'11).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010
Human action annotation, modeling and analysis based on implicit user interaction.
Multim. Tools Appl., 2010

Analysis and retrieval of events/actions and workflows in video streams.
Multim. Tools Appl., 2010

Coupled multi-object tracking and labeling for vehicle trajectory estimation and matching.
Multim. Tools Appl., 2010

Iterative motion estimation constrained by time and shape for detecting persons' falls.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010


Enhanced human behavior recognition using HMM and evaluative rectification.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

2009
Vision-based production of personalized video.
Signal Process. Image Commun., 2009

A secure framework exploiting content guided and automated algorithms for real time video searching.
Multim. Tools Appl., 2009

A secure framework exploiting content guided and automated algorithms for real time video searching.
Multim. Tools Appl., 2009

Exploiting semantic proximities for content search over p2p networks.
Comput. Commun., 2009

An evaluation study of clustering algorithms in the scope of user communities assessment.
Comput. Math. Appl., 2009

Edge-motion video summarization: Economical video summarization for low powered devices.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Applied Surveillance using Biometrics on Agents Infrastructures.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

Multimedia file exchange and P2P social networking: Efficient allocation of users into communities of interest.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content.
Proceedings of the Artificial Neural Networks, 2009

2008
Collaborative Evaluation Using Multiple Clusters in a Declarative Design Environment.
Proceedings of the Artificial Intelligence Techniques for Computer Graphics, 2008

MI-MERCURY: A mobile agent architecture for ubiquitous retrieval and delivery of multimedia information.
Multim. Tools Appl., 2008

Technical Infrastructure of the COSMOS Portal.
Int. J. Emerg. Technol. Learn., 2008

Real-time video analysis and personalized media streaming environments for large scale athletic events.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

Human action analysis, annotation and modeling in video streams based on implicit user interaction.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

Angle spectrum for estimation of trajectory deviation using combined tracking and neural network labeling.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

First ACM international workshop on analysis and retrieval of events, actions and workflows in video streams.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Spectral Clustering Scheduling Techniques for Tasks with Strict QoS Requirements.
Proceedings of the Euro-Par 2008, 2008

Joint Communication and Computation Task Scheduling in Grids.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Fair Scheduling Algorithms in Grids.
IEEE Trans. Parallel Distributed Syst., 2007

Adjusted fair scheduling and non-linear workload prediction for QoS guarantees in grid computing.
Comput. Commun., 2007

Optimal Estimation of Descriptor Scales for Multimedia Retrieval.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Hierarchical graph-based media content representation for real time search in large scale multimedia databases.
Proceedings of the Signal and Image Processing (SIP 2007), 2007

User - Profile based Communities Assessment using Clustering Methods.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Adaptive User Communities Assessment in Personal Networking Applications.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Optimal decomposition of P2P networks based on file exchange patterns for multimedia content search & replication.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Optimal Recursive Designers' Profile Estimation in Collaborative Declarative Environment.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Cluster-based proactive replication of multimedia files in peer-to-peer networks.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

A Framework for Providing Hard Delay Guarantees in Grid Computing.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

2006
Evaluation of relevance feedback schemes in content-based in retrieval systems.
Signal Process. Image Commun., 2006

User-centric evolution of multimedia content description.
Proceedings of the 14th European Signal Processing Conference, 2006

An adaptable emotionally rich pervasive computing system.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Non-sequential multiscale content-based video decomposition.
Signal Process., 2005

Retrieving, Adapting and Delivering Multimedia Content Using a Mobile Agent Architecture.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Self Configurable Queries for Digital Image Libraries.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Gesture-based video summarization.
Proceedings of the 2005 International Conference on Image Processing, 2005

Context-adaptive and user-centric facial emotion classification.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
A combined fuzzy-neural network model for non-linear prediction of 3-D rendering workload in Grid computing.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Optimal content-based video decomposition for interactive video navigation.
IEEE Trans. Circuits Syst. Video Technol., 2004

Generalized nonlinear relevance feedback for interactive content-based retrieval and organization.
IEEE Trans. Circuits Syst. Video Technol., 2004

Adaptive multimedia content personalization.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Multiscale non-linear video content decomposition: Analysis and evaluation.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

An Advanced Architecture for a Commercial Grid Infrastructure.
Proceedings of the Grid Computing, 2004

2003
An efficient fully unsupervised video object segmentation scheme using an adaptive neural-network classifier architecture.
IEEE Trans. Neural Networks, 2003

An adaptable neural-network model for recursive nonlinear traffic prediction and modeling of MPEG video sources.
IEEE Trans. Neural Networks, 2003

Efficient Content-Based Image Retrieval Using Fuzzy Organization and Optimal Relevance Feedback.
Int. J. Image Graph., 2003

Enabling Applications on the Grid: A Gridlab Overview.
Int. J. High Perform. Comput. Appl., 2003

Adaptive Algorithms for Interactive Multimedia.
IEEE Multim., 2003

Reliable Network of Omega - Interconnected Identical Processing Elements.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

Performance evaluation of Euclidean/correlation-based relevance feedback algorithms in content-based image retrieval systems.
Proceedings of the 2003 International Conference on Image Processing, 2003

Video object segmentation and tracking in stereo sequences using adaptable neural networks.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Erratum to: "A fuzzy video content representation for video summarization and content-based retrieval" [Signal Processing 80(6) (2000) 1049-1067].
Signal Process., 2002

A synergetic neural network-genetic scheme for optimal transformer construction.
Integr. Comput. Aided Eng., 2002

A robust steganographic wavelet-based system for resistant message hiding under error prone networks.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

An optimal interpolation-based scheme for video summarization.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

An automatic scheme for stereoscopic video object-based watermarking using qualified significant wavelet trees.
Proceedings of the 2002 International Conference on Image Processing, 2002

Video object articulation using depth-based content segmentation approaches.
Proceedings of the 2002 International Conference on Image Processing, 2002

Optimal multi-content video decomposition for efficient video transmission over low-bandwidth networks.
Proceedings of the 2002 International Conference on Image Processing, 2002

Optimal recursive similarity measure estimation for interactive content-based image retrieval.
Proceedings of the 2002 International Conference on Image Processing, 2002

Unsupervised segmentation of stereoscopic video objects: investigation of two depth-based approaches.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Adaptable neural networks for modeling recursive non-linear systems.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Adaptive classification-based articulation and tracking of video objects employing neural network retraining.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A neural network-genetic algorithm scheme for optimal grouping of individual cores in three-phase distributed transformers.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Stochastic search algorithms for optimal content-based sampling of video sequences.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Neural Networks Retraining for Unsupervised Video Object Segmentation of Videoconference Sequences.
Proceedings of the Artificial Neural Networks, 2002

Recursive Non-linear Autoregressive models (RNAR): Application to traffic prediction of MPEG video sources.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Αλγόριθμοι αποτελεσματικής οργάνωσης, αναζήτησης με βάση το περιεχόμενο και μετάδοσης εικόνων και βίντεο
PhD thesis, 2001

A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm - neural network approach.
IEEE Trans. Syst. Man Cybern. Syst., 2001

A multiscale tree-structure for fast browsing and effective transmission of video files.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Multiresolution Gradient Vector Flow Field: A Fast Implementation Towards Video Object Plane Segmentation.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Automatic Content-Based Organization Of Video Sequences For Multimedia Applications.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Fuzzy Histograms For Efficient Visual Content Representation: Application To Content-Based Image Retrieval.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Efficient Video Transmission over Internet Based on a Hierarchical Video Summarization Scheme.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Non-sequential video structuring based on video object linking: an efficient tool for video browsing and indexing.
Proceedings of the 2001 International Conference on Image Processing, 2001

Generalized multiscale connected operators with applications to granulometric image analysis.
Proceedings of the 2001 International Conference on Image Processing, 2001

Tube-embodied gradient vector flow fields for unsupervised video object plane (VOP) segmentation.
Proceedings of the 2001 International Conference on Image Processing, 2001

A recursive optimal relevance feedback scheme for content based image retrieval.
Proceedings of the 2001 International Conference on Image Processing, 2001

A Neural-Network-Based Approach to Adaptive Human Computer Interaction.
Proceedings of the Artificial Neural Networks, 2001

Adaptable Neural Networks for Unsupervised Video Object Segmentation of Stereoscopic Sequences.
Proceedings of the Artificial Neural Networks, 2001

2000
On-line retrainable neural networks: improving the performance of neural networks in image analysis problems.
IEEE Trans. Neural Networks Learn. Syst., 2000

Efficient modeling of VBR MPEG-1 coded video sources.
IEEE Trans. Circuits Syst. Video Technol., 2000

Efficient summarization of stereoscopic video sequences.
IEEE Trans. Circuits Syst. Video Technol., 2000

Non-sequential video content representation using temporal variation of feature vectors.
IEEE Trans. Consumer Electron., 2000

A fuzzy video content representation for video summarization and content-based retrieval.
Signal Process., 2000

Improving the Performance of MPEG Compatible Encoding at Low Bit Rates Using Adaptive Neural Networks.
Real Time Imaging, 2000

Efficient Unsupervised Content-Based Segmentation in Stereoscopic Video Sequences.
Int. J. Artif. Intell. Tools, 2000

Efficient video summarization based on a fuzzy video content representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Recursive Non Linear Models for On Line Traffic Prediction of VBR MPEG Coded Video Sources.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

A Feature Point Based Scheme for Unsupervised Video Object Segmentation in Stereoscopic Video Sequences.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Non-linear Relevance Feedback: Improving the Performance of Content-Based Retrieval Systems.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Non Linear Traffic Modeling of VBR MPEG-2 Video Sources.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Selection of optimal wavelet packet transforms for object-based coding.
Proceedings of the 10th European Signal Processing Conference, 2000

Adaptive trained neural networks for traffic prediction of VBR MPEG-2 video sources.
Proceedings of the 10th European Signal Processing Conference, 2000

Content-based image retrieval using fuzzy visual representation.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
A Stochastic Framework for Optimal Key Frame Extraction from MPEG Video Databases.
Comput. Vis. Image Underst., 1999

A pyramidal graph representation for efficient image content description.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Modeling and adaptive prediction of VBR MPEG video sources.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Interactive Content-Based Retrieval in Video Databases Using Fuzzy Classification and Relevance Feedback.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Adaptive Wavelet-Packet Decomposition for Rate Control of Object Oriented Coding of Video Sequences.
Proceedings of the 1999 International Conference on Image Processing, 1999

A Neural Network Approach to Interactive Content-Based Retrieval of Video Databases.
Proceedings of the 1999 International Conference on Image Processing, 1999

Statistical Multiplexing and Quality of Service Control of VBR Mpeg Video Sources.
Proceedings of the 1999 International Conference on Image Processing, 1999

Relevance feedback for content-based retrieval in video databases: a neural network approach.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

Object based coding of video sequences at low bit rates using adaptively trained neural networks.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1998
Low bit-rate coding of image sequences using adaptive regions of interest.
IEEE Trans. Circuits Syst. Video Technol., 1998

Prediction of iron losses of wound core distribution transformers based on artificial neural networks.
Neurocomputing, 1998

A Neural Network based Scheme for Unsupervised Video Object Segmentation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Video Content Representation using Optimal Extraction of Frames and Scenes.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Face extraction from non-uniform background and recognition in compressed domain.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Adaptive learning algorithms for semantic object extraction.
Proceedings of the 9th European Signal Processing Conference, 1998

Optimal subband analysis filters compensating for quantization and additive noise.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Improving the performance of MPEG compatible encoders using on line retrainable neural network.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Performance Models for Multiplexed VBR MPEG Video Sources.
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997

1996
Traffic characterisation and modelling of VBR coded MPEG sources.
Proceedings of the ATM Networks, 1996


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