A novel eye detection algorithm utilizing edge-related geometrical information. - Stylianos Asteriadis; Nikolaos Nikolaidis 001; András Hajdu; Ioannis Pitas (EUSIPCO, 2006)

Multimodal emotion recognition from expressive faces, body gestures and speech. - George Caridakis; Ginevra Castellano; Loïc Kessous; Amaryllis Raouzaiou; Lori Malatesta; Stylianos Asteriadis; Kostas Karpouzis (AIAI, 2007)

Non-Verbal Feedback on User Interest Based on Gaze Direction and Head Pose. - Stylianos Asteriadis; Paraskevi K. Tzouveli; Kostas Karpouzis; Stefanos D. Kollias (SMAP, 2007)

Detection of facial characteristics based on edge information. - Stylianos Asteriadis; Nikos Nikolaidis 001; Ioannis Pitas; Montse Pardàs (VISAPP (2), 2007)

A non-intrusive method for user focus of attention estimation in front of a computer monitor. - Stylianos Asteriadis; Paraskevi K. Tzouveli; Kostas Karpouzis; Stefanos D. Kollias (FG, 2008)

A Neuro-fuzzy Approach to User Attention Recognition. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (ICANN (1), 2008)

Feature Extraction and Selection for Inferring User Engagement in an HCI Environment. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (HCI (1), 2009)

A natural head pose and eye gaze dataset. - Stylianos Asteriadis; Dimitris Soufleros; Kostas Karpouzis; Stefanos D. Kollias (AFFINE@ICMI, 2009)

Modelling user attention for human-agent interaction. - Christopher Peters 001; Stylianos Asteriadis; Genaro Rebolledo-Mendez (WIAMIS, 2009)

Estimation of behavioral user state based on eye gaze and head pose - application in an e-learning environment. - Stylianos Asteriadis; Paraskevi K. Tzouveli; Kostas Karpouzis; Stefanos D. Kollias (Multim. Tools Appl., 2009)

Facial feature detection using distance vector fields. - Stylianos Asteriadis; Nikos Nikolaidis 001; Ioannis Pitas (Pattern Recognit., 2009)

Face tracking and head pose estimation using convolutional neural networks. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (FAA, 2010)

User modeling via gesture and head pose expressivity features. - George Caridakis; Stylianos Asteriadis; Kostas Karpouzis (SMAP, 2010)

Investigating shared attention with a virtual agent using a gaze-based interface. - Christopher Peters 001; Stylianos Asteriadis; Kostas Karpouzis (J. Multimodal User Interfaces, 2010)

A Game-Based Corpus for Analysing the Interplay between Game Context and Player Experience. - Noor Shaker; Stylianos Asteriadis; Georgios N. Yannakakis; Kostas Karpouzis (ACII (2), 2011)

Robust validation of Visual Focus of Attention using adaptive fusion of head and eye gaze patterns. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (ICCV Workshops, 2011)

Detecting human behavior emotional cues in Natural Interaction. - George Caridakis; Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (DSP, 2011)

The Importance of Eye Gaze and Head Pose to Estimating Levels of Attention. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (VS-GAMES, 2011)

Natural Interaction Multimodal Analysis: Expressivity Analysis towards Adaptive and Personalized Interfaces. - Stylianos Asteriadis; George Caridakis; Lori Malatesta; Kostas Karpouzis (SMAP, 2012)

Does your profile say it all? Using demographics to predict expressive head movement during gameplay. - Stylianos Asteriadis; Kostas Karpouzis; Noor Shaker; Georgios N. Yannakakis (UMAP Workshops, 2012)

Towards Detecting Clusters of Players using Visual and Gameplay Behavioral Cues. - Stylianos Asteriadis; Kostas Karpouzis; Noor Shaker; Georgios N. Yannakakis (VS-GAMES, 2012)

A dataset of Kinect-based 3D scans. - Alexandros Doumanoglou; Stylianos Asteriadis; Dimitrios S. Alexiadis; Dimitrios Zarpalas; Petros Daras (IVMSP, 2013)

Estimating human motion from multiple Kinect sensors. - Stylianos Asteriadis; Anargyros Chatzitofis; Dimitrios Zarpalas; Dimitrios S. Alexiadis; Petros Daras (MIRAGE, 2013)

Fusing Visual and Behavioral Cues for Modeling User Experience in Games. - Noor Shaker; Stylianos Asteriadis; Georgios N. Yannakakis; Kostas Karpouzis (IEEE Trans. Cybern., 2013)

A Design and Evaluation Framework for a Tele-Immersive Mixed Reality Platform. - Simon Crowle; Michael J. Boniface; Benjamin Poussard; Stylianos Asteriadis (AVR, 2014)

3DLive: A multi-modal sensing platform allowing tele-immersive sports applications. - Benjamin Poussard; Simon Richir; Jukka Vatjus-Anttila; Stylianos Asteriadis; Dimitrios Zarpalas; Petros Daras (EUSIPCO, 2014)

On human Time-Varying Mesh compression exploiting activity-related characteristics. - Alexandros Doumanoglou; Dimitrios S. Alexiadis; Stylianos Asteriadis; Dimitrios Zarpalas; Petros Daras (ICASSP, 2014)

Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation. - Stylianos Asteriadis; Kostas Karpouzis; Stefanos D. Kollias (Int. J. Comput. Vis., 2014)

Non-manual cues in automatic sign language recognition. - George Caridakis; Stylianos Asteriadis; Kostas Karpouzis (Pers. Ubiquitous Comput., 2014)

The platformer experience dataset. - Kostas Karpouzis; Georgios N. Yannakakis; Noor Shaker; Stylianos Asteriadis (ACII, 2015)

Skeleton-based human action recognition using basis vectors. - Stylianos Asteriadis; Petros Daras (PETRA, 2015)

Associating gesture expressivity with affective representations. - Lori Malatesta; Stylianos Asteriadis; George Caridakis; Asimina Vasalou; Kostas Karpouzis (Eng. Appl. Artif. Intell., 2016)

ICT Services for Life Improvement for the Elderly. - Alejandro Sánchez-Rico; Pascal Garel; Isabella Notarangelo; Marcos Quintana; Gustavo Hernández; Stylianos Asteriadis; Mirela Popa; Nicholas Vretos; Vassilis Solachidis; Marta Burgos; Ariane Girault (AAATE Conf., 2017)

Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform. - Federico Alvarez; Mirela Popa; Nicholas Vretos; Alberto Belmonte-Hernandez; Stelios Asteriadis; Vassilis Solachidis; Triana Mariscal; Dario Dotti; Petros Daras (AVSS, 2017)

Prediction of learning space occupation through WLAN access point data using Kalman filter and gradient boosting regression. - Stefan Selzer; Stylianos Asteriadis; Marius Politze (AVSS, 2017)

Personalized, Affect and Performance-driven Computer-based Learning. - Christos Athanasiadis; Enrique Hortal; Dimitrios Koutsoukos; Carmen Zarco Lens; Stylianos Asteriadis (CSEDU (1), 2017)

High-performance and lightweight real-time deep face emotion recognition. - Justus Schwan; Esam Ghaleb; Enrique Hortal; Stylianos Asteriadis (SMAP, 2017)

Unsupervised Discovery of Normal and Abnormal Activity Patterns in Indoor and Outdoor Environments. - Dario Dotti; Mirela Popa; Stylianos Asteriadis (VISIGRAPP (5: VISAPP), 2017)

Landmark-based multimodal human action recognition. - Stylianos Asteriadis; Petros Daras (Multim. Tools Appl., 2017)

Adaptive Learning Based on Affect Sensing. - Dorothea Tsatsou; Andrew Pomazanskyi; Enrique Hortal; Evaggelos Spyrou; Helen C. Leligou; Stylianos Asteriadis; Nicholas Vretos; Petros Daras (AIED (2), 2018)

Exploiting IoT Technologies for Personalized Learning. - Evaggelos Spyrou; Nicholas Vretos; Andrew Pomazanskyi; Stylianos Asteriadis; Helen C. Leligou (CIG, 2018)

Behavior and Personality Analysis in a Nonsocial Context Dataset. - Dario Dotti; Mirela Popa; Stylianos Asteriadis (CVPR Workshops, 2018)

Towards Affect Recognition through Interactions with Learning Materials. - Esam Ghaleb; Mirela Popa; Enrique Hortal; Stylianos Asteriadis; Gerhard Weiss 001 (ICMLA, 2018)

A Novel Approach for Movement Evolution Tracking in Parkinson's Disease using Data Analysis and Fuzzy Logic. - David Martín; Mirela Popa; Jennifer Jiménez; Federico Álvarez; Stylianos Asteriadis; Laura Carrasco (PETRA, 2018)

Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients. - Federico Alvarez; Mirela Popa; Vassilios Solachidis; Gustavo Hernandez-Penaloza; Alberto Belmonte-Hernandez; Stylianos Asteriadis; Nicholas Vretos; Marcos Quintana; Thomas Theodoridis; Dario Dotti; Petros Daras (IEEE Multim., 2018)

Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition. - Esam Ghaleb; Mirela Popa; Stylianos Asteriadis (ACII, 2019)

Synthesizing Personality-Dependent Body Postures Using Generative Adversarial Networks. - Frederik Calsius; Stylianos Asteriadis (BNAIC/BENELEARN, 2019)

Bridging face and sound modalities through domain adaptation metric learning. - Christos Athanasiadis; Enrique Hortal; Stylianos Asteriadis (ESANN, 2019)

An overview of Affective Models and ICT in Education. - Sotiria Foutsitzi; Stylianos Asteriadis; George Caridakis (IISA, 2019)

Exploiting sensing devices availability in AR/VR deployments to foster engagement. - Nicholas Vretos; Petros Daras; Stylianos Asteriadis; Enrique Hortal; Esam Ghaleb; Evaggelos Spyrou; Helen C. Leligou; Panagiotis Karkazis; Panagiotis Trakadas; Kostantinos Assimakopoulos (Virtual Real., 2019)

Towards Approximating Personality Cues Through Simple Daily Activities. - Francesco Gibellini; Sebastiaan Higler; Jan Lucas; Migena Luli; Morris Stallmann; Dario Dotti; Stylianos Asteriadis (ACIVS, 2020)

Temporal Triplet Mining for Personality Recognition. - Dario Dotti; Esam Ghaleb; Stylianos Asteriadis (FG, 2020)

Audio-Based Emotion Recognition Enhancement Through Progressive Gans. - Christos Athanasiadis; Enrique Hortal; Stylianos Asteriadis (ICIP, 2020)

Multimodal Attention-Mechanism For Temporal Emotion Recognition. - Esam Ghaleb; Jan Niehues; Stylianos Asteriadis (ICIP, 2020)

e33Learning: A Dataset for Affect-Driven Adaptation of Computer-Based Learning. - Christos Athanasiadis; Matteo Amestoy; Enrique Hortal; Stylianos Asteriadis (IEEE Multim., 2020)

Metric Learning-Based Multimodal Audio-Visual Emotion Recognition. - Esam Ghaleb; Mirela Popa; Stylianos Asteriadis (IEEE Multim., 2020)

Audio-visual domain adaptation using conditional semi-supervised Generative Adversarial Networks. - Christos Athanasiadis; Enrique Hortal; Stylianos Asteriadis (Neurocomputing, 2020)

A hierarchical autoencoder learning model for path prediction and abnormality detection. - Dario Dotti; Mirela Popa; Stylianos Asteriadis (Pattern Recognit. Lett., 2020)

Being the Center of Attention: A Person-Context CNN Framework for Personality Recognition. - Dario Dotti; Mirela Popa; Stylianos Asteriadis (ACM Trans. Interact. Intell. Syst., 2020)

Temporal conditional Wasserstein GANs for audio-visual affect-related ties. - Christos Athanasiadis; Enrique Hortal; Stelios Asteriadis (ACII (Workshops and Demos), 2021)

Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks. - Esam Ghaleb; André Mertens; Stylianos Asteriadis; Gerhard Weiss 001 (FG, 2021)

Contrastive Self-supervised Learning for Sensor-based Human Activity Recognition. - Bulat Khaertdinov; Esam Ghaleb; Stylianos Asteriadis (IJCB, 2021)

Deep Triplet Networks with Attention for Sensor-based Human Activity Recognition. - Bulat Khaertdinov; Esam Ghaleb; Stylianos Asteriadis (PerCom, 2021)

Dementia Wandering Recognition using Classical Machine Learning and Deep Learning Techniques with Skeletal Trajectories. - Bulat Khaertdinov; Yusuf Can Semerci; Stylianos Asteriadis (PETRA, 2021)

From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation. - Ahmet Firintepe; Carolin Vey; Stylianos Asteriadis; Alain Pagani; Didier Stricker (J. Imaging, 2021)

Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition. - Bulat Khaertdinov; Stylianos Asteriadis (IJCB, 2022)

Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition. - Razvan Brinzea; Bulat Khaertdinov; Stylianos Asteriadis (IJCNN, 2022)

Modelling Behaviours of People Living with Neurodegenerative Conditions. - Esam Ghaleb; Yusuf Can Semerci; Stylianos Asteriadis (PETRA, 2022)

Dynamic Temperature Scaling in Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition. - Bulat Khaertdinov; Stylianos Asteriadis; Esam Ghaleb (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition. - Bulat Khaertdinov; Stylianos Asteriadis (IJCB, 2023)

Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation. - Suraj Pai; Ibrahim Hadzic; Chinmay Rao; Ivan Zhovannik; Andre Dekker; Alberto Traverso; Stylianos Asteriadis; Enrique Hortal (Sensors, 2023)

Joint modelling of audio-visual cues using attention mechanisms for emotion recognition. - Esam Ghaleb; Jan Niehues; Stylianos Asteriadis (Multim. Tools Appl., 2023)

Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations. - Alexandros Doumanoglou; Stylianos Asteriadis; Dimitrios Zarpalas (IEEE Trans. Artif. Intell., 2024)