Stylianos Asteriadis

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 47

Top Topics

Focus Of Attention

Human Activity Recognition

Abnormality Detection

Top Venues

Publications

Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations. IEEE Trans. Artif. Intell. 5 (4) (2024)
Esam Ghaleb, Jan Niehues, Stylianos Asteriadis
Joint modelling of audio-visual cues using attention mechanisms for emotion recognition. Multim. Tools Appl. 82 (8) (2023)
Suraj Pai, Ibrahim Hadzic, Chinmay Rao, Ivan Zhovannik, Andre Dekker, Alberto Traverso, Stylianos Asteriadis, Enrique Hortal
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation. Sensors 23 (3) (2023)
Bulat Khaertdinov, Stylianos Asteriadis
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition. IJCB (2023)
Bulat Khaertdinov, Stylianos Asteriadis
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition. CoRR (2023)
Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations. CoRR (2023)
Razvan Brinzea, Bulat Khaertdinov, Stylianos Asteriadis
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition. IJCNN (2022)
Bulat Khaertdinov, Stylianos Asteriadis
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition. IJCB (2022)
Bulat Khaertdinov, Stylianos Asteriadis
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition. CoRR (2022)
Esam Ghaleb, Yusuf Can Semerci, Stylianos Asteriadis
Modelling Behaviours of People Living with Neurodegenerative Conditions. PETRA (2022)
Razvan Brinzea, Bulat Khaertdinov, Stylianos Asteriadis
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition. CoRR (2022)
Bulat Khaertdinov, Stylianos Asteriadis, Esam Ghaleb
Dynamic Temperature Scaling in Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition. IEEE Trans. Biom. Behav. Identity Sci. 4 (4) (2022)
Bulat Khaertdinov, Esam Ghaleb, Stylianos Asteriadis
Deep Triplet Networks with Attention for Sensor-based Human Activity Recognition. PerCom (2021)
Bulat Khaertdinov, Esam Ghaleb, Stylianos Asteriadis
Contrastive Self-supervised Learning for Sensor-based Human Activity Recognition. IJCB (2021)
Bulat Khaertdinov, Yusuf Can Semerci, Stylianos Asteriadis
Dementia Wandering Recognition using Classical Machine Learning and Deep Learning Techniques with Skeletal Trajectories. PETRA (2021)
Ahmet Firintepe, Carolin Vey, Stylianos Asteriadis, Alain Pagani, Didier Stricker
From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation. J. Imaging 7 (5) (2021)
Esam Ghaleb, André Mertens, Stylianos Asteriadis, Gerhard Weiss
Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks. FG (2021)
Dario Dotti, Esam Ghaleb, Stylianos Asteriadis
Temporal Triplet Mining for Personality Recognition. FG (2020)
Dario Dotti, Mirela Popa, Stylianos Asteriadis
Being the Center of Attention: A Person-Context CNN Framework for Personality Recognition. ACM Trans. Interact. Intell. Syst. 10 (3) (2020)
Esam Ghaleb, Jan Niehues, Stylianos Asteriadis
Multimodal Attention-Mechanism For Temporal Emotion Recognition. ICIP (2020)
Esam Ghaleb, Mirela Popa, Stylianos Asteriadis
Metric Learning-Based Multimodal Audio-Visual Emotion Recognition. IEEE Multim. 27 (1) (2020)
Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis
Audio-visual domain adaptation using conditional semi-supervised Generative Adversarial Networks. Neurocomputing 397 (2020)
Dario Dotti, Mirela Popa, Stylianos Asteriadis
A hierarchical autoencoder learning model for path prediction and abnormality detection. Pattern Recognit. Lett. 130 (2020)
Christos Athanasiadis, Matteo Amestoy, Enrique Hortal, Stylianos Asteriadis
3Learning: A Dataset for Affect-Driven Adaptation of Computer-Based Learning. IEEE Multim. 27 (1) (2020)
Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis
Audio-Based Emotion Recognition Enhancement Through Progressive Gans. ICIP (2020)
Francesco Gibellini, Sebastiaan Higler, Jan Lucas, Migena Luli, Morris Stallmann, Dario Dotti, Stylianos Asteriadis
Towards Approximating Personality Cues Through Simple Daily Activities. ACIVS (2020)
Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis
Bridging face and sound modalities through domain adaptation metric learning. ESANN (2019)
Frederik Calsius, Stylianos Asteriadis
Synthesizing Personality-Dependent Body Postures Using Generative Adversarial Networks. BNAIC/BENELEARN (2019)
Esam Ghaleb, Mirela Popa, Stylianos Asteriadis
Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition. ACII (2019)
Nicholas Vretos, Petros Daras, Stylianos Asteriadis, Enrique Hortal, Esam Ghaleb, Evaggelos Spyrou, Helen C. Leligou, Panagiotis Karkazis, Panagiotis Trakadas, Kostantinos Assimakopoulos
Exploiting sensing devices availability in AR/VR deployments to foster engagement. Virtual Real. 23 (4) (2019)
Dario Dotti, Mirela Popa, Stylianos Asteriadis
Being the center of attention: A Person-Context CNN framework for Personality Recognition. CoRR (2019)
Sotiria Foutsitzi, Stylianos Asteriadis, George Caridakis
An overview of Affective Models and ICT in Education. IISA (2019)
Dorothea Tsatsou, Andrew Pomazanskyi, Enrique Hortal, Evaggelos Spyrou, Helen C. Leligou, Stylianos Asteriadis, Nicholas Vretos, Petros Daras
Adaptive Learning Based on Affect Sensing. AIED (2) (2018)
Dario Dotti, Mirela Popa, Stylianos Asteriadis
Behavior and Personality Analysis in a Nonsocial Context Dataset. CVPR Workshops (2018)
David Martín, Mirela Popa, Jennifer Jiménez, Federico Álvarez, Stylianos Asteriadis, Laura Carrasco
A Novel Approach for Movement Evolution Tracking in Parkinson's Disease using Data Analysis and Fuzzy Logic. PETRA (2018)
Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss
Towards Affect Recognition through Interactions with Learning Materials. ICMLA (2018)
Evaggelos Spyrou, Nicholas Vretos, Andrew Pomazanskyi, Stylianos Asteriadis, Helen C. Leligou
Exploiting IoT Technologies for Personalized Learning. CIG (2018)
Federico Alvarez, Mirela Popa, Vassilios Solachidis, Gustavo Hernandez-Penaloza, Alberto Belmonte-Hernandez, Stylianos Asteriadis, Nicholas Vretos, Marcos Quintana, Thomas Theodoridis, Dario Dotti, Petros Daras
Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients. IEEE Multim. 25 (1) (2018)
Stefan Selzer, Stylianos Asteriadis, Marius Politze
Prediction of learning space occupation through WLAN access point data using Kalman filter and gradient boosting regression. AVSS (2017)
Dario Dotti, Mirela Popa, Stylianos Asteriadis
Unsupervised Discovery of Normal and Abnormal Activity Patterns in Indoor and Outdoor Environments. VISIGRAPP (5: VISAPP) (2017)
Christos Athanasiadis, Enrique Hortal, Dimitrios Koutsoukos, Carmen Zarco Lens, Stylianos Asteriadis
Personalized, Affect and Performance-driven Computer-based Learning. CSEDU (1) (2017)
Alejandro Sánchez-Rico, Pascal Garel, Isabella Notarangelo, Marcos Quintana, Gustavo Hernández, Stylianos Asteriadis, Mirela Popa, Nicholas Vretos, Vassilis Solachidis, Marta Burgos, Ariane Girault
ICT Services for Life Improvement for the Elderly. AAATE Conf. (2017)
Stylianos Asteriadis, Petros Daras
Landmark-based multimodal human action recognition. Multim. Tools Appl. 76 (3) (2017)
Justus Schwan, Esam Ghaleb, Enrique Hortal, Stylianos Asteriadis
High-performance and lightweight real-time deep face emotion recognition. SMAP (2017)
Lori Malatesta, Stylianos Asteriadis, George Caridakis, Asimina Vasalou, Kostas Karpouzis
Associating gesture expressivity with affective representations. Eng. Appl. Artif. Intell. 51 (2016)
Stylianos Asteriadis, Petros Daras
Skeleton-based human action recognition using basis vectors. PETRA (2015)
Kostas Karpouzis, Georgios N. Yannakakis, Noor Shaker, Stylianos Asteriadis
The platformer experience dataset. ACII (2015)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation. Int. J. Comput. Vis. 107 (3) (2014)
Simon Crowle, Michael J. Boniface, Benjamin Poussard, Stylianos Asteriadis
A Design and Evaluation Framework for a Tele-Immersive Mixed Reality Platform. AVR (2014)
George Caridakis, Stylianos Asteriadis, Kostas Karpouzis
Non-manual cues in automatic sign language recognition. Pers. Ubiquitous Comput. 18 (1) (2014)
Benjamin Poussard, Simon Richir, Jukka Vatjus-Anttila, Stylianos Asteriadis, Dimitrios Zarpalas, Petros Daras
3DLive: A multi-modal sensing platform allowing tele-immersive sports applications. EUSIPCO (2014)
Alexandros Doumanoglou, Dimitrios S. Alexiadis, Stylianos Asteriadis, Dimitrios Zarpalas, Petros Daras
On human Time-Varying Mesh compression exploiting activity-related characteristics. ICASSP (2014)
Stylianos Asteriadis, Anargyros Chatzitofis, Dimitrios Zarpalas, Dimitrios S. Alexiadis, Petros Daras
Estimating human motion from multiple Kinect sensors. MIRAGE (2013)
Noor Shaker, Stylianos Asteriadis, Georgios N. Yannakakis, Kostas Karpouzis
Fusing Visual and Behavioral Cues for Modeling User Experience in Games. IEEE Trans. Cybern. 43 (6) (2013)
Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios S. Alexiadis, Dimitrios Zarpalas, Petros Daras
A dataset of Kinect-based 3D scans. IVMSP (2013)
Stylianos Asteriadis, George Caridakis, Lori Malatesta, Kostas Karpouzis
Natural Interaction Multimodal Analysis: Expressivity Analysis towards Adaptive and Personalized Interfaces. SMAP (2012)
Stylianos Asteriadis, Kostas Karpouzis, Noor Shaker, Georgios N. Yannakakis
Towards Detecting Clusters of Players using Visual and Gameplay Behavioral Cues. VS-GAMES (2012)
Stylianos Asteriadis, Kostas Karpouzis, Noor Shaker, Georgios N. Yannakakis
Does your profile say it all? Using demographics to predict expressive head movement during gameplay. UMAP Workshops (2012)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
Robust validation of Visual Focus of Attention using adaptive fusion of head and eye gaze patterns. ICCV Workshops (2011)
Noor Shaker, Stylianos Asteriadis, Georgios N. Yannakakis, Kostas Karpouzis
A Game-Based Corpus for Analysing the Interplay between Game Context and Player Experience. ACII (2) (2011)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
The Importance of Eye Gaze and Head Pose to Estimating Levels of Attention. VS-GAMES (2011)
George Caridakis, Stylianos Asteriadis, Kostas Karpouzis
Non-manual cues in automatic sign language recognition. PETRA (2011)
George Caridakis, Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
Detecting human behavior emotional cues in Natural Interaction. DSP (2011)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
Face tracking and head pose estimation using convolutional neural networks. FAA (2010)
George Caridakis, Stylianos Asteriadis, Kostas Karpouzis
User modeling via gesture and head pose expressivity features. SMAP (2010)
Christopher E. Peters, Stylianos Asteriadis, Kostas Karpouzis
Investigating shared attention with a virtual agent using a gaze-based interface. J. Multimodal User Interfaces 3 (1-2) (2010)
Stylianos Asteriadis, Paraskevi K. Tzouveli, Kostas Karpouzis, Stefanos D. Kollias
Estimation of behavioral user state based on eye gaze and head pose - application in an e-learning environment. Multim. Tools Appl. 41 (3) (2009)
Stylianos Asteriadis, Dimitris Soufleros, Kostas Karpouzis, Stefanos D. Kollias
A natural head pose and eye gaze dataset. AFFINE@ICMI (2009)
Christopher E. Peters, Stylianos Asteriadis, Genaro Rebolledo-Mendez
Modelling user attention for human-agent interaction. WIAMIS (2009)
Stylianos Asteriadis, Nikos Nikolaidis, Ioannis Pitas
Facial feature detection using distance vector fields. Pattern Recognit. 42 (7) (2009)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
Feature Extraction and Selection for Inferring User Engagement in an HCI Environment. HCI (1) (2009)
Stylianos Asteriadis, Paraskevi K. Tzouveli, Kostas Karpouzis, Stefanos D. Kollias
A non-intrusive method for user focus of attention estimation in front of a computer monitor. FG (2008)
Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias
A Neuro-fuzzy Approach to User Attention Recognition. ICANN (1) (2008)
Stylianos Asteriadis, Paraskevi K. Tzouveli, Kostas Karpouzis, Stefanos D. Kollias
Non-Verbal Feedback on User Interest Based on Gaze Direction and Head Pose. SMAP (2007)
Stylianos Asteriadis, Nikos Nikolaidis, Ioannis Pitas, Montse Pardàs
Detection of facial characteristics based on edge information. VISAPP (2) (2007)
George Caridakis, Ginevra Castellano, Loïc Kessous, Amaryllis Raouzaiou, Lori Malatesta, Stylianos Asteriadis, Kostas Karpouzis
Multimodal emotion recognition from expressive faces, body gestures and speech. AIAI (2007)
Stylianos Asteriadis, Nikolaos Nikolaidis, András Hajdu, Ioannis Pitas
A novel eye detection algorithm utilizing edge-related geometrical information. EUSIPCO (2006)