Dimitrios I. Kosmopoulos

Orcid: 0000-0003-3325-1247

According to our database1, Dimitrios I. Kosmopoulos authored at least 101 papers between 2001 and 2023.

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

Timeline

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Bibliography

2023
A Generative Model for the Mycenaean Linear B Script and Its Application in Infilling Text from Ancient Tablets.
ACM Journal on Computing and Cultural Heritage, September, 2023

Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture.
Comput. Electron. Agric., June, 2023

Motion-Based Sign Language Video Summarization using Curvature and Torsion.
CoRR, 2023

Utilizing AR and Hybrid Cloud-Edge Platforms for Improving Accessibility in Exhibition Areas.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Developing Robust and Lightweight Adversarial Defenders by Enforcing Orthogonality on Attack-Agnostic Denoising Autoencoders.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Procrustes-DTW: Dynamic Time Warping Variant for the Recognition of Sign Language Utterances.
Proceedings of the IEEE International Conference on Acoustics, 2023

Automatic sign language sentence recognition in the context of guided museum tours.
Proceedings of the First International Workshop on Accessibility and Multimodal Interaction Design Approaches in Museums for People with Impairments co-located with MobileHCI 2023 Conference, 2023

2022
Context-Aware Automatic Sign Language Video Transcription in Psychiatric Interviews.
Sensors, 2022

Exploitation of Noisy Automatic Data Annotation and Its Application to Hand Posture Classification.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Museum Guidance in Sign Language: the SignGuide project.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Quantum Data Reduction with Application to Video Classification.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2021
A cross-domain recommender system using deep coupled autoencoders.
CoRR, 2021

A Hierarchical Ontology for Dialogue Acts in Psychiatric Interviews.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

A Quantum 3D Convolutional Neural Network with Application in Video Classification.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Visitor Behavior Analysis for an Ancient Greek Technology Exhibition.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Method for Recovering Near Infrared Information from RGB Measurements with Application in Precision Agriculture.
Proceedings of the 29th European Signal Processing Conference, 2021

PupilTAN: A Few-Shot Adversarial Pupil Localizer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

A 2-D Wrist Motion Based Sign Language Video Summarization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
A Dataset of Mycenaean Linear B Sequences.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

The MuseLearn Platform: Personalized Content for Museum Visitors Assisted by Vision-Based Recognition and 3D Pose Estimation of Exhibits.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Towards a visual Sign Language dataset for home care services.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Translation of Sign Language Glosses to Text Using Sequence-to-Sequence Attention Models.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

2018
A survey on developing personalized content services in museums.
Pervasive Mob. Comput., 2018

The HealthSign Project: Vision and Objectives.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

A Prototype Towards Modeling Visual Data Using Decentralized Generative Adversarial Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
A Framework for Online Segmentation and Classification of Modeled Actions Performed in the Context of Unmodeled Ones.
IEEE Trans. Circuits Syst. Video Technol., 2017

2016
A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-Dependencies.
Int. J. Artif. Intell. Tools, 2016

2015
A Latent Manifold Markovian Dynamics Gaussian Process.
IEEE Trans. Neural Networks Learn. Syst., 2015

Joint segmentation and classification of actions using a conditional random field.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

A Nonparametric Bayesian Approach toward Stacked Convolutional Independent Component Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Non-invasive analysis of sleep patterns via multimodal sensor input.
Pers. Ubiquitous Comput., 2014

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

Plant Leaf Recognition Using Zernike Moments and Histogram of Oriented Gradients.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Multicamera fusion for online analysis of structured processes.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Developing Public Transport Network systems: The DIANA approach.
Proceedings of the 18th Panhellenic Conference on Informatics, 2014

A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

A Non-stationary Infinite Partially-Observable Markov Decision Process.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Activity Recognition in Assistive Environments: The STHENOS Approach.
Proceedings of the Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 2014

Segmentation and classification of modeled actions in the context of unmodeled ones.
Proceedings of the British Machine Vision Conference, 2014

2013
A System for Multicamera Task Recognition and Summarization for Structured Environments.
IEEE Trans. Ind. Informatics, 2013

A conditional random field-based model for joint sequence segmentation and classification.
Pattern Recognit., 2013

A dataset for point of gaze detection using head poses and eye images.
J. Multimodal User Interfaces, 2013

Developing visual competencies for socially assistive robots: the HOBBIT approach.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Robust offline topological map estimation using visual loop closures.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Fusion of Color and Depth Video for Human Behavior Recognition in an Assistive Environment.
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2013

2012
Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov Models.
IEEE Trans. Circuits Syst. Video Technol., 2012

A Threefold Dataset for Activity and Workflow Recognition in Complex Industrial Environments.
IEEE Multim., 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

A game system for remote rehabilitation of cerebral palsy patients.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Behavior monitoring for assistive environments using multiple views.
Univers. Access Inf. Soc., 2011

A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures.
Pattern Recognit., 2011

Online classification of visual tasks for industrial workflow monitoring.
Neural Networks, 2011

A hierarchical feature fusion framework for adaptive visual tracking.
Image Vis. Comput., 2011

Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies.
Expert Syst. Appl., 2011

QoS-oriented Service Management in clouds for large scale industrial activity recognition.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Recognition of sleep patterns using a bed pressure mat.
Proceedings of the PETRA 2011, 2011

A dataset for workflow recognition in industrial scenes.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Video summarization guiding evaluative rectification for industrial activity recognition.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Bilingual corpus for AVASR using multiple sensors and depth information.
Proceedings of the Auditory-Visual Speech Processing, 2011

2010
Robust Visual Behavior Recognition.
IEEE Signal Process. Mag., 2010

Multiclass defect detection and classification in weld radiographic images using geometric and texture features.
Expert Syst. Appl., 2010

Behavior Recognition from Multiple Views Using Fused Hidden Markov Models.
Proceedings of the Artificial Intelligence: Theories, 2010

Audio-Visual Fusion for Detecting Violent Scenes in Videos.
Proceedings of the Artificial Intelligence: Theories, 2010

An industrial video surveillance system for quality assurance of a manufactory assembly.
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

Robust Human Behavior Modeling from Multiple Cameras.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

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

Detecting abnormal human behaviour using multiple cameras.
Signal Process., 2009

An event driven framework for assistive CPS environments.
SIGBED Rev., 2009

Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Robust Occlusion Handling with Multiple Cameras using a Homography Constraint.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008
Signal Modeling and Classification Using a Robust Latent Space Model Based on t Distributions.
IEEE Trans. Signal Process., 2008

Superquadric Segmentation in Range Images via Fusion of Region and Boundary Information.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Human Behavior Classification Using Multiple Views.
Proceedings of the Artificial Intelligence: Theories, 2008

Monitoring human behavior in an assistive environment using multiple views.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

An architecture for a self configurable video supervision.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

A robust approach towards sequential data modeling and its application in automatic gesture recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Automated Pressure Ulcer Lesion Diagnosis: An Initial Study.
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

e-Medi: A Web-based e-Training Platform for Breast Imaging.
Proceedings of the WEBIST 2007, 2007

Hierarchical Feature Fusion for Visual Tracking.
Proceedings of the International Conference on Image Processing, 2007

2006
Extraction of mid-level semantics from gesture videos using a Bayesian network.
Int. J. Intell. Syst. Technol. Appl., 2006

Violence Content Classification Using Audio Features.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Knowledge Acquisition from Multimedia Content using an Evolution Framework.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Box-like Superquadric Recovery in Range Images by Fusing Region and Boundary Information.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Video Representation and Retrieval Using Spatio-temporal Descriptors and Region Relations.
Proceedings of the Artificial Neural Networks, 2006

A Cross Media Platform for Personalized Leisure & Entertainment: The POLYMNIA Approach.
Proceedings of the Second International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, 2006

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

Automated Extraction of Object- and Event-Metadata from Gesture Video Using a Bayesian Network.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004
Polymnia: Personalised Leisure and Entertainment over Cross Media Intelligent Platforms.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

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

A Computer-Based Store and Forward Imaging System for Teledermatology.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

2002
Definition and Extraction of Visual Landmarks for Indoor Robot Navigation.
Proceedings of the Methods and Applications of Artificial Intelligence, 2002

2001
Automated inspection of gaps on the automobile production line through stereo vision and specular reflection.
Comput. Ind., 2001

An efficient depalletizing system based on 2D range imagery.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001


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