Spiros Nikolopoulos

Orcid: 0000-0002-1367-5133

According to our database1, Spiros Nikolopoulos authored at least 111 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
VR Designer: enhancing fashion showcases through immersive virtual garment fitting.
Virtual Real., March, 2024

Stepping Forward: A Scoping Systematic Literature Review on the Health Outcomes of Smart Sensor Technologies for Diabetic Foot Ulcers.
Sensors, March, 2024

A Semantic Framework to Detect Problems in Activities of Daily Living Monitored through Smart Home Sensors.
Sensors, February, 2024

Regulatory considerations for developing remote measurement technologies for Alzheimer's disease research.
npj Digit. Medicine, 2024

The Visual Saliency Transformer Goes Temporal: TempVST for Video Saliency Prediction.
IEEE Access, 2024

Combining EEGNet with SPDNet Towards an End-To-End Architecture for Imagined Speech Decoding.
Proceedings of the 32nd European Signal Processing Conference, 2024

Decoding Consumer Behavior: A Neuroscientific Exploration of Personality Traits Through EEG Functional Connectivity.
Proceedings of the 32nd European Signal Processing Conference, 2024

Assessing Video Advertising Engagement via Nonlinear Intersubject Correlation Analysis of EEG and Eye Tracking Dynamics.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
A Sparse Representation Classification Scheme for the Recognition of Affective and Cognitive Brain Processes in Neuromarketing.
Sensors, March, 2023

AI and Non AI Assessments for Dementia.
CoRR, 2023

The PrescIT Knowledge Graph: Supporting ePrescription to Prevent Adverse Drug Reactions.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Use of Real-World Data to Support Adverse Drug Reactions Prevention During ePrescription.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Exploiting Approximate Joint Diagonalization for Covariance Estimation in Imagined Speech Decoding.
Proceedings of the Brain Informatics - 16th International Conference, 2023

Harneshing the Potential of EEG in Neuromarketing with Deep Learning and Riemannian Geometry.
Proceedings of the Brain Informatics - 16th International Conference, 2023

2022
An authoring tool for democratizing the creation of high-quality VR experiences.
Virtual Real., 2022

Exploring the Connection of Brain Computer Interfaces and Multimedia Use With the Social Integration of People With Various Motor Disabilities: A Questionnaire-Based Usability Study.
Frontiers Digit. Health, 2022

Increasing the Independence of People with Disabilities Using Bio-signals, Computer Vision and Wearable Devices.
ERCIM News, 2022

Design-time Fashion Popularity Forecasting in VR Environments.
CoRR, 2022

<sup>R</sup>NeuMark: A Riemannian EEG Analysis Framework for Neuromarketing.
Brain Informatics, 2022

Novel Paradigms of Human-Fashion Interaction.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

A Multitask Bayesian Framework for the analysis of Motor Imagery EEG Data.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Heavy-Tailed Self-Similarity Modeling for Single Image Super Resolution.
IEEE Trans. Image Process., 2021

The effects of playing the COSMA cognitive games in dementia.
Int. J. Serious Games, 2021

Corrections to "Robust Motor Imagery Classification Using Sparse Representations and Grouping Structures".
IEEE Access, 2021

Products-6K: A Large-Scale Groceries Product Recognition Dataset.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Using Business Process Management Notation to Model Therapeutic Prescription Protocols: The PrescIT Approach.
Proceedings of the Public Health and Informatics, 2021

A VR Application for the Virtual Fitting of Fashion Garments on Avatars.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

Snapwear: A Snapchat AR filter for the virtual tryon of real clothes.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

Lending an Artificial Eye: Beyond Evaluation of CV-Based Assistive Systems for Visually Impaired People.
Proceedings of the Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments, 2021

Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Sparse Graph-based Representations of SSVEP Responses Under the Variational Bayesian Framework.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020
Resting-State High-Density EEG using EGI GES 300 with 256 Channels of Healthy Elders, People with Subjective and Mild Cognitive Impairment and Alzheimer's Disease.
Dataset, December, 2020

A Riemannian Geometry Approach to Reduced and Discriminative Covariance Estimation in Brain Computer Interfaces.
IEEE Trans. Biomed. Eng., 2020

IoT Wearable Sensors and Devices in Elderly Care: A Literature Review.
Sensors, 2020

Robust Motor Imagery Classification Using Sparse Representations and Grouping Structures.
IEEE Access, 2020

A Data Augmentation Scheme for Geometric Deep Learning in Personalized Brain-Computer Interfaces.
IEEE Access, 2020

The ACTIVAGE Marketplace: Hybrid Logic- and Text-Based Discovery of Active and Healthy Ageing IoT Applications.
Proceedings of the Ambient Intelligence - Software and Applications, 2020

Human Factors and Requirements of People with Mild Cognitive Impairment, their Caregivers and Healthcare Professionals for eHealth Systems with Wearable Trackers.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

Wearable Sensors and Smartphone Apps as Pedometers in eHealth: a Comparative Accuracy, Reliability and User Evaluation.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

A graph-theoretic sensor-selection scheme for covariance-based Motor Imagery (MI) decoding.
Proceedings of the 28th European Signal Processing Conference, 2020

EPANASTASIS-1821: Designing an Ιmmersive Virtual Museum for the Revival of Historical Events of the Greek Revolution.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2020

A Novel Regression-based Algorithm for the recognition of SSVEP responses.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
A Bayesian Multiple Kernel Learning Algorithm for SSVEP BCI Detection.
IEEE J. Biomed. Health Informatics, 2019

3D ResNets for 3D Object Classification.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

A Computer Vision System Supporting Blind People - The Supermarket Case.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

A Novel Compressive Sensing Scheme under the Variational Bayesian Framework.
Proceedings of the 27th European Signal Processing Conference, 2019

Discrimination of SSVEP responses using a kernel based approach.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Using Discriminative Lasso to Detect a Graph Fourier Transform (GFT) Subspace for robust decoding in Motor Imagery BCI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Motor Imagery Classification via Clustered-Group Sparse Representation.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
A Probabilistic, Ontological Framework for Safeguarding the Intangible Cultural Heritage.
ACM Journal on Computing and Cultural Heritage, 2018

A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures.
IEEE Intell. Syst., 2018

A generalised differential sparsity measure for reconstructing compressively sampled signals.
Digit. Signal Process., 2018

An Authoring Tool for Educators to Make Virtual Labs.
Proceedings of the Challenges of the Digital Transformation in Education - Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL 2018), 2018

Enhanced Virtual Learning Spaces Using Applied Gaming.
Proceedings of the Challenges of the Digital Transformation in Education - Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL 2018), 2018

Sparse audio inpainting with variational Bayesian inference.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Sparse Kernel Machines for motor imagery EEG classification.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Deep Learning Advances in Computer Vision with 3D Data: A Survey.
ACM Comput. Surv., 2017

Sparse Bayesian Learning for subject independent classification with application to SSVEP-BCI.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Steady state visual evoked potential detection using Subclass Marginal Fisher Analysis.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

A Collaborative Representation Approach to Detecting Error-Related Potentials in SSVEP-BCIs.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Combining the Benefits of CCA and SVMs for SSVEP-based BCIs in Real-world Conditions.
Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017

Sparse Bayesian Learning for Multiclass Classification with Application to SSVEP- BCI.
Proceedings of the From Vision to Reality, 2017

A Comparison Study on EEG Signal Processing Techniques Using Motor Imagery EEG Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

An Error Aware SSVEP-based BCI.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

SpAtiAL: A sensor based framework to support affective learning.
Proceedings of the 3DTV Conference: The True Vision, 2017

Digiart: Building new 3D cultural heritage worlds.
Proceedings of the 3DTV Conference: The True Vision, 2017


2016
SALIC: Social Active Learning for Image Classification.
IEEE Trans. Multim., 2016

Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs.
CoRR, 2016

A Generalised Differential Framework for Measuring Signal Sparsity.
CoRR, 2016

Pottery gestures style comparison by exploiting Myo sensor and forearm anatomy.
Proceedings of the 3rd International Symposium on Movement and Computing, 2016

Classifying Salsa dance steps from skeletal poses.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Transforming Your Website to an Augmented Reality View.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015

Scalable image annotation using a product compressive sampling approach.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Active Learning in Social Context for Image Classification.
Proceedings of the VISAPP 2014, 2014

Multi-entity Bayesian Networks for Treasuring the Intangible Cultural Heritage.
Proceedings of the VISAPP 2014, 2014

Towards modelling visual ambiguity for visual object detection.
Proceedings of the 14th International Conference on Knowledge Management and Data-driven Business, 2014

How many more images do we need? Performance prediction of bootstrapping for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-Entity Bayesian Networks for Knowledge-Driven Analysis of ICH Content.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
High order pLSA for indexing tagged images.
Signal Process., 2013

ImproveMyCity: an open source platform for direct citizen-government communication.
Proceedings of the ACM Multimedia Conference, 2013

A Comparative Study on Mobile Visual Recognition.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Reality mining in urban space.
Proceedings of the 4th International Conference on Information, 2013

2012
Leveraging social media for scalable object detection.
Pattern Recognit., 2012

Media Search Cluster White Paper on "Search Computing".
ERCIM News, 2012

GLOCAL: event-based retrieval of networked media.
Proceedings of the 21st World Wide Web Conference, 2012

ITI-CERTH participation to TRECVID 2012.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Image Interpretation by Combining Ontologies and Bayesian Networks.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Multi-modal region selection approach for training object detectors.
Proceedings of the International Conference on Multimedia Retrieval, 2012

2011
Leveraging Massive User Contributions for Knowledge Extraction.
Proceedings of the Next Generation Data Technologies for Collective Computational Intelligence, 2011

Enhancing Computer Vision Using the Collective Intelligence of Social Media.
Proceedings of the New Directions in Web Data Management 1, 2011

Evidence-Driven Image Interpretation by Combining Implicit and Explicit Knowledge in a Bayesian Network.
IEEE Trans. Syst. Man Cybern. Part B, 2011

A Bayesian network modeling approach for cross media analysis.
Signal Process. Image Commun., 2011

ITI-CERTH participation to TRECVID 2011.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Semi-supervised object recognition using flickr images.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

Combining Multi-modal Features for Social Media Analysis.
Proceedings of the Social Media Modeling and Computing., 2011

2010
Image replica detection system utilizing R-trees and linear discriminant analysis.
Pattern Recognit., 2010

2009
Towards fully un-supervised methods for generating object detection classifiers using social data.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

ITI-CERTH participation to TRECVID 2009 HLFE and Search.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Cross-Media Knowledge Extraction in the Car Manufacturing Industry.
Proceedings of the ICTAI 2009, 2009

Leveraging social media for training object detectors.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

MKLab interactive video retrieval system.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Compound Document Analysis by Fusing Evidence Across Media.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008


2007

Enhancing enterprise knowledge processes via cross-media extraction.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

2006
Image Replica Detection using R-Trees and Linear Discriminant Analysis.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Novel Replica Detection System using Binary Classifiers, R-Trees, and PCA.
Proceedings of the International Conference on Image Processing, 2006


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