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Stelios Asteriadis

Assistant Professor

20052019
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Research Output 2005 2019

2019

Exploiting sensing devices availability in AR/VR deployments to foster engagement

Vretos, N., Daras, P., Asteriadis, S., Hortal, E., Ghaleb, E., Spyrou, E., Leligou, H. C., Karkazis, P., Trakadas, P. & Assimakopoulos, K., Dec 2019, In : Virtual Reality. 23, 4, p. 399-410 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition

Ghaleb, E., Popa, M. & Asteriadis, S., 2019, 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Cambridge, United Kingdom.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Technologies Facilitating Smart Pedagogy

Karkazis, P., Leligou, H. C., Trakadas, P., Vretos, N., Asteriadis, S., Daras, P. & Standen, P., 2019, Didactics of Smart Pedagogy. Springer, p. 433-451 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2018

Adaptive Learning Based on Affect Sensing

Tsatsou, D., Pomazanskyi, A., Hortal, E., Spyrou, E., Leligou, H. C., Asteriadis, S., Vretos, N. & Daras, P., 2018, International Conference on Artificial Intelligence in Education. p. 475-479 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Novel Approach for Movement Evolution Tracking in Parkinson's Disease using Data Analysis and Fuzzy Logic

Martin, D., Popa, M., Jiménez, J., Álvarez, F., Asteriadis, S. & Carrasco, L., 2018, Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference. p. 455-461 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A risk score of BMI, HbA1c and triglycerides predicts future glycemic control in type 2 diabetes

Hertroijs, D., Elissen, A., Brouwers, MCGJ., Schaper, N., Köhler, S., Popa, M., Asteriadis, S., Hendriks, S., Bilo, H. & Ruwaard, D., 2018, In : International Journal of Integrated Care. 18, s2, A276.

Research output: Contribution to journalConference Abstract/Poster in journalAcademic

Open Access

Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients

Alvarez, F., Popa, M., Solachidis, V., Hernandez-Penaloza, G., Belmonte-Hernandez, A., Asteriadis, S., Vretos, N., Quintana, M., Theodoridis, T., Dotti, D. & Daras, P., 1 Jan 2018, In : Ieee Multimedia. 25, 1, p. 14-25 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Behavior and Personality Analysis in a nonsocial context Dataset

Dotti, D., Popa, M. & Asteriadis, S., 2018, 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Exploiting IoT Technologies for Personalized Learning

Spyrou, E., Vretos, N., Pomazanskyi, A., Asteriadis, S. & Leligou, H., 2018, IEEE Conference on Computational Intelligence and Games (CIG 2018).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Towards Affect Recognition through Interactions with Learning Materials

Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S. & Weiss, G., 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2017

Exploiting sensing devices availability in AR/VR deployments to foster engagement

Vretos, N., Daras, P., Asteriadis, S., Hortal, E., Ghaleb, E., Spyrou, E., Leligou, H. C., Karkazis, P., Trakadas, P. & Assimakopoulos, K., 2017, In : Virtual Reality. p. 1-12 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

High-performance and Lightweight Real-time Deep Face Emotion Recognition

Schwan, J., Ghaleb, E., Hortal, E. & Asteriadis, S., 2017, 12th International Workshop on Semantic and Social Media (SMAP), Bratislava.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

ICT Services for Life Improvement for the Elderly

Sánchez-Rico, A., Garel, P., Notarangelo, I., Quintana, M., Hernández, G., Asteriadis, S., Popa, M., Vretos, N., Solachidis, V. & Burgos, M., 2017, In : Studies in health technology and informatics. 242, p. 600-605 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Landmark-based multimodal human action recognition

Asteriadis, S. & Daras, P., Feb 2017, In : Multimedia Tools and Applications. 76, 3, p. 4505-4521 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Multimodal Fusion Based on Information Gain for Emotion Recognition in the Wild

Ghaleb, E., Popa, M., Hortal, E. & Asteriadis, S., 2017, Intelligent Systems Conference (IntelliSys) 2017, London, United Kingdom, 7-8 September 2017.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform

Alvarez, F., Popa, M., Vretos, N., Belmonte-Hernández, A., Asteriadis, S., Solachidis, V., Mariscal, T., Dotti, D. & Daras, P., 2017, Advanced Video and Signal Based Surveillance (AVSS), 2017 14th IEEE International Conference on. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Personalized, affect and performance-driven Computer-based Learning

Athanasiadis, C., Lens, C. Z., Koutsoukos, D., Hortal, E. & Asteriadis, S., 2017, Personalized, affect and performance-driven Computer-based Learning CSEDU 2017, 9th International Conference on Computer Supported Education, Porto, 21-23 April 2017.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Prediction of learning space occupation through WLAN access point data using Kalman filter and gradient boosting regression

Selzer, S., Asteriadis, S. & Politze, M., 2017, Advanced Video and Signal Based Surveillance (AVSS), 2017 14th IEEE International Conference on. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Unsupervised discovery of normal and abnormal activity patterns in indoor and outdoor environments

Dotti, D., Popa, M. & Asteriadis, S., 2017, VISAPP 2017 12th International Conference on Computer Vision Theory and Applications, Porto, Portugal, 27 February - 1 March 2017.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2016
2 Citations (Scopus)

Associating gesture expressivity with affective representations

Malatesta, L., Asteriadis, S., Caridakis, G., Vasalou, A. & Karpouzis, K., 1 May 2016, In : Engineering Applications of Artificial Intelligence. 51, p. 124-135 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

2015

Skeleton-based Human Action Recognition using Basis Vectors

Asteriadis, S. & Daras, P., 2015, International Conference on Pervasive Technologies Related to Assistive Environments 2015 (PETRA 2015), Corfu, Greece, 1-3 July 2015.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2 Citations (Scopus)

The platformer experience dataset

Karpouzis, K., Yannakakis, G. N., Shaker, N. & Asteriadis, S., 2 Dec 2015, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. IEEE, p. 712-718 7 p. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2014
2 Citations (Scopus)

3DLive: A multi-modal sensing platform allowing tele-immersive sports applications

Poussard, B., Richir, S., Vatjus-Anttila, J., Asteriadis, S., Zarpalas, D. & Daras, P., 10 Nov 2014, Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European. p. 356-360 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

3 Citations (Scopus)

Non-manual cues in automatic sign language recognition

Caridakis, G., Asteriadis, S. & Karpouzis, K., 2014, Personal and Ubiquitous Computing. p. 37-46 10 p. (Personal and Ubiquitous Computing, Vol. 18).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

ON HUMAN TIME-VARYING MESH COMPRESSION EXPLOITING ACTIVITY-RELATED CHARACTERISTICS

Doumanoglou, A., Alexiadis, D., Asteriadis, S., Zarpalas, D. & Daras, P., 2014, ICASSP 2014.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

16 Citations (Scopus)

Visual focus of attention in non-calibrated environments using gaze estimation

Asteriadis, S., Karpouzis, K. & Kollias, S., 2014, In : International Journal of Computer Vision. 107, 3, p. 293-316 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

2013
2 Citations (Scopus)

A dataset of Kinect-based 3D scans

Doumanoglou, A., Asteriadis, S., Alexiadis, D. S., Zarpalas, D. & Daras, P., 2013, 2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings. (2013 IEEE 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, IVMSP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

3 Citations (Scopus)

Estimating human motion from multiple Kinect sensors

Asteriadis, S., Chatzitofis, A., Zarpalas, D., Alexiadis, D. S. & Daras, P., 2013, Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications - MIRAGE '13. p. 1 1 p. (Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications - MIRAGE '13).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

15 Citations (Scopus)

Fusing visual and behavioral cues for modeling user experience in games

Shaker, N., Asteriadis, S., Yannakakis, G. N. & Karpouzis, K., Dec 2013, IEEE Transactions on Cybernetics. p. 1519-1531 13 p. (IEEE Transactions on Cybernetics, Vol. 43).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2012

Does your profile say it all? Using demographics to predict expressive head movement during gameplay

Asteriadis, S., Karpouzis, K., Shaker, N. & Yannakakis, G. N., 2012, In : CEUR Workshop Proceedings. 872, 11 p.

Research output: Contribution to journalConference article in journalAcademicpeer-review

Open Access
1 Citation (Scopus)

Natural interaction multimodal analysis: Expressivity analysis towards adaptive and personalized interfaces

Asteriadis, S., Caridakis, G., Malatesta, L. & Karpouzis, K., 2012, Proceedings - 2012 7th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2012. p. 131-136 6 p. (Proceedings - 2012 7th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2012).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

4 Citations (Scopus)

Towards detecting clusters of players using visual and gameplay behavioral cues

Asteriadis, S., Karpouzis, K., Shaker, N. & Yannakakis, G. N., 2012, In : Procedia Computer Science. 15, p. 140-147 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Towards player’s affective and behavioral visual cues as drives to game adaptation

Asteriadis, S., Shaker, N., Karpouzis, K. & Yannakakis, G. N., 2012, LREC workshop on multimodal corpora for machine learning. p. 6-9 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2011
17 Citations (Scopus)

A game-based corpus for analysing the interplay between game context and player experience

Shaker, N., Asteriadis, S., Yannakakis, G. N. & Karpouzis, K., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 547-556 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 6975 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

A review of facial feature detection algorithms

Asteriadis, S., Nikolaidis, N. & Pitas, I., 2011, Advances in Face Image Analysis: Techniques and Technologies. IGI Global, p. 42-61 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2 Citations (Scopus)

Detecting human behavior emotional cues in natural interaction

Caridakis, G., Asteriadis, S., Karpouzis, K. & Kollias, S., 2011, 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings. (17th DSP 2011 International Conference on Digital Signal Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

4 Citations (Scopus)

Robust validation of Visual Focus of Attention using adaptive fusion of head and eye gaze patterns

Asteriadis, S., Karpouzis, K. & Kollias, S., 2011, Proceedings of the IEEE International Conference on Computer Vision. p. 414-421 8 p. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2 Citations (Scopus)

The importance of eye gaze and head pose to estimating levels of attention

Asteriadis, S., Karpouzis, K. & Kollias, S., 2011, Proceedings - 2011 3rd International Conferenceon Games and Virtual Worlds for Serious Applications, VS-Games 2011. p. 186-191 6 p. (Proceedings - 2011 3rd International Conferenceon Games and Virtual Worlds for Serious Applications, VS-Games 2011).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Towards Multimodal Player Adaptivity in a Serious Game for Fair Resource Distribution

Grappiolo, C., Yannakakis, G. N., Asteriadis, S. & Karpouzis, K., 2011, IEEE International Conference on Multimedia and Expo.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2010

Face tracking and head pose estimation using convolutional neural networks

Asteriadis, S., Karpouzis, K. & Kollias, S., 2010, Proceedings of the SSPNET 2nd International Symposium on Facial Analysis and Animation. p. 19-19 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

6 Citations (Scopus)

Head pose estimation with one camera, in uncalibrated environments

Asteriadis, S., Karpouzis, K. & Kollias, S., 2010, Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction - EGIHMI '10. New York, New York, USA: ACM Press, p. 55-62 8 p. (Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction - EGIHMI '10).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

27 Citations (Scopus)

Investigating shared attention with a virtual agent using a gaze-based interface

Peters, C., Asteriadis, S. & Karpouzis, K., Mar 2010, In : Journal on Multimodal User Interfaces. 3, 1, p. 119-130 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

User modeling via gesture and head pose expressivity features

Caridakis, G., Asteriadis, S. & Karpouzis, K., 2010, Proceedings - 2010 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010. p. 19-24 6 p. (Proceedings - 2010 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2009
12 Citations (Scopus)

A natural head pose and eye gaze dataset

Asteriadis, S., Soufleros, D., Karpouzis, K. & Kollias, S., 2009, Proceedings of the International Workshop on AffectiveAware Virtual Agents and Social Robots AFFINE 09. ACM Press, p. 1-4 4 p. (Proceedings of the International Workshop on AffectiveAware Virtual Agents and Social Robots AFFINE 09, Vol. Boston, MA).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

56 Citations (Scopus)

Estimation of behavioral user state based on eye gaze and head pose-application in an e-learning environment

Asteriadis, S., Tzouveli, P., Karpouzis, K. & Kollias, S., Feb 2009, In : Multimedia Tools and Applications. 41, 3, p. 469-493 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

50 Citations (Scopus)

Facial feature detection using distance vector fields

Asteriadis, S., Nikolaidis, N. & Pitas, I., Jul 2009, In : Pattern Recognition. 42, 7, p. 1388-1398 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Feature extraction and selection for inferring user engagement in an hci environment

Asteriadis, S., Karpouzis, K. & Kollias, S., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 22-29 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5610 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

5 Citations (Scopus)

Modelling user attention for human-agent interaction

Peters, C., Asteriadis, S. & Rebolledo-Mendez, G., 2009, 2009 10th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009. p. 266-269 4 p. (2009 10th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2008

A neuro-fuzzy approach to user attention recognition

Asteriadis, S., Karpouzis, K. & Kollias, S., 2008, International Conference on Artificial Neural Networks. p. 927-936 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review