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ORCIDStylianos Asteriadis
Stelios Asteriadis
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2020 – today
- 2024
[j20]Alexandros Doumanoglou
, Stylianos Asteriadis, Dimitrios Zarpalas:
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations. IEEE Trans. Artif. Intell. 5(4): 1496-1510 (2024)- 2023
- [j19]Esam Ghaleb, Jan Niehues, Stylianos Asteriadis:
Joint modelling of audio-visual cues using attention mechanisms for emotion recognition. Multim. Tools Appl. 82(8): 11239-11264 (2023) - [j18]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): 1089 (2023) - [c54]Bulat Khaertdinov, Stylianos Asteriadis:
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition. IJCB 2023: 1-10 - [i5]Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas:
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations. CoRR abs/2303.10523 (2023) - [i4]Bulat Khaertdinov, Stylianos Asteriadis:
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition. CoRR abs/2304.07304 (2023) - 2022
- [j17]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): 498-507 (2022) - [c53]Bulat Khaertdinov, Stylianos Asteriadis:
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition. IJCB 2022: 1-9 - [c52]Razvan Brinzea, Bulat Khaertdinov, Stylianos Asteriadis:
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition. IJCNN 2022: 1-8 - [c51]Esam Ghaleb, Yusuf Can Semerci, Stylianos Asteriadis:
Modelling Behaviours of People Living with Neurodegenerative Conditions. PETRA 2022: 351-357 - [i3]Razvan Brinzea, Bulat Khaertdinov, Stylianos Asteriadis:
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition. CoRR abs/2205.10071 (2022) - [i2]Bulat Khaertdinov, Stylianos Asteriadis:
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition. CoRR abs/2210.03382 (2022) - 2021
- [j16]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): 80 (2021) - [c50]Christos Athanasiadis, Enrique Hortal, Stelios Asteriadis:
Temporal conditional Wasserstein GANs for audio-visual affect-related ties. ACII (Workshops and Demos) 2021: 1-8 - [c49]Esam Ghaleb, André Mertens, Stylianos Asteriadis, Gerhard Weiss:
Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks. FG 2021: 1-8 - [c48]Bulat Khaertdinov, Esam Ghaleb, Stylianos Asteriadis:
Contrastive Self-supervised Learning for Sensor-based Human Activity Recognition. IJCB 2021: 1-8 - [c47]Bulat Khaertdinov, Esam Ghaleb, Stylianos Asteriadis:
Deep Triplet Networks with Attention for Sensor-based Human Activity Recognition. PerCom 2021: 1-10 - [c46]Bulat Khaertdinov, Yusuf Can Semerci, Stylianos Asteriadis:
Dementia Wandering Recognition using Classical Machine Learning and Deep Learning Techniques with Skeletal Trajectories. PETRA 2021: 446-452 - 2020
- [j15]Esam Ghaleb, Mirela Popa, Stylianos Asteriadis:
Metric Learning-Based Multimodal Audio-Visual Emotion Recognition. IEEE Multim. 27(1): 37-48 (2020) - [j14]Christos Athanasiadis, Matteo Amestoy, Enrique Hortal, Stylianos Asteriadis:
e33Learning: A Dataset for Affect-Driven Adaptation of Computer-Based Learning. IEEE Multim. 27(1): 49-60 (2020) - [j13]Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis:
Audio-visual domain adaptation using conditional semi-supervised Generative Adversarial Networks. Neurocomputing 397: 331-344 (2020) - [j12]Dario Dotti, Mirela Popa, Stylianos Asteriadis:
A hierarchical autoencoder learning model for path prediction and abnormality detection. Pattern Recognit. Lett. 130: 216-224 (2020) - [j11]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): 19:1-19:20 (2020) - [c45]Francesco Gibellini, Sebastiaan Higler, Jan Lucas, Migena Luli, Morris Stallmann, Dario Dotti, Stylianos Asteriadis:
Towards Approximating Personality Cues Through Simple Daily Activities. ACIVS 2020: 192-204 - [c44]Dario Dotti, Esam Ghaleb, Stylianos Asteriadis:
Temporal Triplet Mining for Personality Recognition. FG 2020: 379-386 - [c43]Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis:
Audio-Based Emotion Recognition Enhancement Through Progressive Gans. ICIP 2020: 236-240 - [c42]Esam Ghaleb, Jan Niehues, Stylianos Asteriadis:
Multimodal Attention-Mechanism For Temporal Emotion Recognition. ICIP 2020: 251-255
2010 – 2019
- 2019
- [j10]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): 399-410 (2019) - [c41]Esam Ghaleb, Mirela Popa, Stylianos Asteriadis:
Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition. ACII 2019: 552-558 - [c40]Frederik Calsius, Stylianos Asteriadis:
Synthesizing Personality-Dependent Body Postures Using Generative Adversarial Networks. BNAIC/BENELEARN 2019 - [c39]Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis:
Bridging face and sound modalities through domain adaptation metric learning. ESANN 2019 - [c38]Sotiria Foutsitzi, Stylianos Asteriadis, George Caridakis:
An overview of Affective Models and ICT in Education. IISA 2019: 1-8 - [i1]Dario Dotti, Mirela Popa, Stylianos Asteriadis:
Being the center of attention: A Person-Context CNN framework for Personality Recognition. CoRR abs/1910.06690 (2019) - 2018
- [j9]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): 14-25 (2018) - [c37]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: 475-479 - [c36]Evaggelos Spyrou, Nicholas Vretos, Andrew Pomazanskyi, Stylianos Asteriadis, Helen C. Leligou:
Exploiting IoT Technologies for Personalized Learning. CIG 2018: 1-8 - [c35]Dario Dotti, Mirela Popa, Stylianos Asteriadis:
Behavior and Personality Analysis in a Nonsocial Context Dataset. CVPR Workshops 2018: 2354-2362 - [c34]Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss:
Towards Affect Recognition through Interactions with Learning Materials. ICMLA 2018: 372-379 - [c33]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: 455-461 - 2017
- [j8]Stylianos Asteriadis, Petros Daras:
Landmark-based multimodal human action recognition. Multim. Tools Appl. 76(3): 4505-4521 (2017) - [c32]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: 600-605 - [c31]Federico Alvarez, Mirela Popa, Nicholas Vretos, Alberto Belmonte-Hernandez, Stelios Asteriadis, Vassilis Solachidis, Triana Mariscal, Dario Dotti, Petros Daras:
Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform. AVSS 2017: 1-6 - [c30]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: 1-6 - [c29]Christos Athanasiadis, Enrique Hortal, Dimitrios Koutsoukos, Carmen Zarco Lens, Stylianos Asteriadis:
Personalized, Affect and Performance-driven Computer-based Learning. CSEDU (1) 2017: 132-139 - [c28]Justus Schwan, Esam Ghaleb, Enrique Hortal, Stylianos Asteriadis:
High-performance and lightweight real-time deep face emotion recognition. SMAP 2017: 76-79 - [c27]Dario Dotti, Mirela Popa, Stylianos Asteriadis:
Unsupervised Discovery of Normal and Abnormal Activity Patterns in Indoor and Outdoor Environments. VISIGRAPP (5: VISAPP) 2017: 210-217 - 2016
- [j7]Lori Malatesta, Stylianos Asteriadis, George Caridakis, Asimina Vasalou, Kostas Karpouzis:
Associating gesture expressivity with affective representations. Eng. Appl. Artif. Intell. 51: 124-135 (2016) - 2015
- [c26]Kostas Karpouzis, Georgios N. Yannakakis, Noor Shaker, Stylianos Asteriadis:
The platformer experience dataset. ACII 2015: 712-718 - [c25]Stylianos Asteriadis, Petros Daras:
Skeleton-based human action recognition using basis vectors. PETRA 2015: 49:1-49:4 - 2014
- [j6]Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation. Int. J. Comput. Vis. 107(3): 293-316 (2014) - [j5]George Caridakis, Stylianos Asteriadis, Kostas Karpouzis:
Non-manual cues in automatic sign language recognition. Pers. Ubiquitous Comput. 18(1): 37-46 (2014) - [c24]Simon Crowle, Michael J. Boniface, Benjamin Poussard, Stylianos Asteriadis:
A Design and Evaluation Framework for a Tele-Immersive Mixed Reality Platform. AVR 2014: 151-158 - [c23]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: 356-360 - [c22]Alexandros Doumanoglou, Dimitrios S. Alexiadis, Stylianos Asteriadis, Dimitrios Zarpalas, Petros Daras:
On human Time-Varying Mesh compression exploiting activity-related characteristics. ICASSP 2014: 6147-6151 - 2013
- [j4]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): 1519-1531 (2013) - [c21]Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios S. Alexiadis, Dimitrios Zarpalas, Petros Daras:
A dataset of Kinect-based 3D scans. IVMSP 2013: 1-4 - [c20]Stylianos Asteriadis, Anargyros Chatzitofis, Dimitrios Zarpalas, Dimitrios S. Alexiadis, Petros Daras:
Estimating human motion from multiple Kinect sensors. MIRAGE 2013: 3:1-3:6 - 2012
- [c19]Stylianos Asteriadis, George Caridakis, Lori Malatesta, Kostas Karpouzis:
Natural Interaction Multimodal Analysis: Expressivity Analysis towards Adaptive and Personalized Interfaces. SMAP 2012: 131-136 - [c18]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 - [c17]Stylianos Asteriadis, Kostas Karpouzis, Noor Shaker, Georgios N. Yannakakis:
Towards Detecting Clusters of Players using Visual and Gameplay Behavioral Cues. VS-GAMES 2012: 140-147 - 2011
- [c16]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: 547-556 - [c15]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: 414-421 - [c14]George Caridakis, Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
Detecting human behavior emotional cues in Natural Interaction. DSP 2011: 1-6 - [c13]George Caridakis, Stylianos Asteriadis, Kostas Karpouzis:
Non-manual cues in automatic sign language recognition. PETRA 2011: 43 - [c12]Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
The Importance of Eye Gaze and Head Pose to Estimating Levels of Attention. VS-GAMES 2011: 186-191 - 2010
- [j3]Christopher Peters, Stylianos Asteriadis, Kostas Karpouzis:
Investigating shared attention with a virtual agent using a gaze-based interface. J. Multimodal User Interfaces 3(1-2): 119-130 (2010) - [c11]Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
Face tracking and head pose estimation using convolutional neural networks. FAA 2010: 19 - [c10]George Caridakis, Stylianos Asteriadis, Kostas Karpouzis:
User modeling via gesture and head pose expressivity features. SMAP 2010: 19-24
2000 – 2009
- 2009
- [j2]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): 469-493 (2009) - [j1]Stylianos Asteriadis, Nikos Nikolaidis, Ioannis Pitas:
Facial feature detection using distance vector fields. Pattern Recognit. 42(7): 1388-1398 (2009) - [c9]Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
Feature Extraction and Selection for Inferring User Engagement in an HCI Environment. HCI (1) 2009: 22-29 - [c8]Stylianos Asteriadis, Dimitris Soufleros, Kostas Karpouzis, Stefanos D. Kollias:
A natural head pose and eye gaze dataset. AFFINE@ICMI 2009: 1:1-1:4 - [c7]Christopher Peters, Stylianos Asteriadis, Genaro Rebolledo-Mendez:
Modelling user attention for human-agent interaction. WIAMIS 2009: 266-269 - 2008
- [c6]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: 1-2 - [c5]Stylianos Asteriadis, Kostas Karpouzis, Stefanos D. Kollias:
A Neuro-fuzzy Approach to User Attention Recognition. ICANN (1) 2008: 927-936 - 2007
- [c4]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: 375-388 - [c3]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: 171-178 - [c2]Stylianos Asteriadis, Nikos Nikolaidis, Ioannis Pitas, Montse Pardàs:
Detection of facial characteristics based on edge information. VISAPP (2) 2007: 247-252 - 2006
- [c1]Stylianos Asteriadis, Nikolaos Nikolaidis, András Hajdu, Ioannis Pitas:
A novel eye detection algorithm utilizing edge-related geometrical information. EUSIPCO 2006: 1-5
Coauthor Index
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