Researcher

Asteriadis, S.

Associate Professor, Assistant Professor

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  1. 2019
  2. Published
  3. Published
    Ghaleb, E., Popa, M., & Asteriadis, S. (2019). Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition. In 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Cambridge, United Kingdom
  4. Published
    Karkazis, P., Leligou, H. C., Trakadas, P., Vretos, N., Asteriadis, S., Daras, P., & Standen, P. (2019). Technologies Facilitating Smart Pedagogy. In Didactics of Smart Pedagogy (pp. 433-451). Springer.
  5. 2018
  6. Published
  7. Published
  8. Published
    Martin, D., Popa, M., Jiménez, J., Álvarez, F., Asteriadis, S., & Carrasco, L. (2018). A Novel Approach for Movement Evolution Tracking in Parkinson's Disease using Data Analysis and Fuzzy Logic. In Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference (pp. 455-461)
  9. Published
  10. Published
    Tsatsou, D., Pomazanskyi, A., Hortal, E., Spyrou, E., Leligou, H. C., Asteriadis, S., ... Daras, P. (2018). Adaptive Learning Based on Affect Sensing. In International Conference on Artificial Intelligence in Education (pp. 475-479)
  11. Published
    Dotti, D., Popa, M., & Asteriadis, S. (2018). Behavior and Personality Analysis in a nonsocial context Dataset. In 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  12. Published
    Spyrou, E., Vretos, N., Pomazanskyi, A., Asteriadis, S., & Leligou, H. (2018). Exploiting IoT Technologies for Personalized Learning. In IEEE Conference on Computational Intelligence and Games (CIG 2018)
  13. Published
    Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S., & Weiss, G. (2018). Towards Affect Recognition through Interactions with Learning Materials. In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)
  14. 2017
  15. Published
  16. Published
  17. Published
    Schwan, J., Ghaleb, E., Hortal, E., & Asteriadis, S. (2017). High-performance and Lightweight Real-time Deep Face Emotion Recognition. In 12th International Workshop on Semantic and Social Media (SMAP), Bratislava
  18. Published
    Sánchez-Rico, A., Garel, P., Notarangelo, I., Quintana, M., Hernández, G., Asteriadis, S., ... Burgos, M. (2017). ICT Services for Life Improvement for the Elderly. Studies in health technology and informatics, 242, 600-605. https://doi.org/10.3233/978-1-61499-798-6-600
  19. Published
    Ghaleb, E., Popa, M., Hortal, E., & Asteriadis, S. (2017). Multimodal Fusion Based on Information Gain for Emotion Recognition in the Wild. In Intelligent Systems Conference (IntelliSys) 2017, London, United Kingdom, 7-8 September 2017
  20. Published
    Alvarez, F., Popa, M., Vretos, N., Belmonte-Hernández, A., Asteriadis, S., Solachidis, V., ... Daras, P. (2017). Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform. In Advanced Video and Signal Based Surveillance (AVSS), 2017 14th IEEE International Conference on (pp. 1-6)
  21. Published
    Athanasiadis, C., Lens, C. Z., Koutsoukos, D., Hortal, E., & Asteriadis, S. (2017). Personalized, affect and performance-driven Computer-based Learning. In Personalized, affect and performance-driven Computer-based Learning CSEDU 2017, 9th International Conference on Computer Supported Education, Porto, 21-23 April 2017
  22. Published
    Selzer, S., Asteriadis, S., & Politze, M. (2017). Prediction of learning space occupation through WLAN access point data using Kalman filter and gradient boosting regression. In Advanced Video and Signal Based Surveillance (AVSS), 2017 14th IEEE International Conference on (pp. 1-6)
  23. Published
    Dotti, D., Popa, M., & Asteriadis, S. (2017). Unsupervised discovery of normal and abnormal activity patterns in indoor and outdoor environments. In VISAPP 2017 12th International Conference on Computer Vision Theory and Applications, Porto, Portugal, 27 February - 1 March 2017
  24. 2016
  25. Published
  26. 2015
  27. Published
    Karpouzis, K., Yannakakis, G. N., Shaker, N., & Asteriadis, S. (2015). The platformer experience dataset. In 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015 (pp. 712-718). (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015). IEEE. https://doi.org/10.1109/ACII.2015.7344647
  28. Published
    Asteriadis, S., & Daras, P. (2015). Skeleton-based Human Action Recognition using Basis Vectors. In International Conference on Pervasive Technologies Related to Assistive Environments 2015 (PETRA 2015), Corfu, Greece, 1-3 July 2015
  29. 2014
  30. Poussard, B., Richir, S., Vatjus-Anttila, J., Asteriadis, S., Zarpalas, D., & Daras, P. (2014). 3DLive: A multi-modal sensing platform allowing tele-immersive sports applications. In Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European (pp. 356-360)
  31. Caridakis, G., Asteriadis, S., & Karpouzis, K. (2014). Non-manual cues in automatic sign language recognition. In Personal and Ubiquitous Computing (pp. 37-46). (Personal and Ubiquitous Computing; Vol. 18). https://doi.org/10.1007/s00779-012-0615-1
  32. Doumanoglou, A., Alexiadis, D., Asteriadis, S., Zarpalas, D., & Daras, P. (2014). ON HUMAN TIME-VARYING MESH COMPRESSION EXPLOITING ACTIVITY-RELATED CHARACTERISTICS. In ICASSP 2014
  33. 2013
  34. Shaker, N., Asteriadis, S., Yannakakis, G. N., & Karpouzis, K. (2013). Fusing visual and behavioral cues for modeling user experience in games. In IEEE Transactions on Cybernetics (pp. 1519-1531). (IEEE Transactions on Cybernetics; Vol. 43). https://doi.org/10.1109/TCYB.2013.2271738
  35. Doumanoglou, A., Asteriadis, S., Alexiadis, D. S., Zarpalas, D., & Daras, P. (2013). A dataset of Kinect-based 3D scans. In 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). https://doi.org/10.1109/IVMSPW.2013.6611937
  36. Asteriadis, S., Chatzitofis, A., Zarpalas, D., Alexiadis, D. S., & Daras, P. (2013). Estimating human motion from multiple Kinect sensors. In Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications - MIRAGE '13 (pp. 1). (Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications - MIRAGE '13). https://doi.org/10.1145/2466715.2466727
  37. 2012
  38. Asteriadis, S., Caridakis, G., Malatesta, L., & Karpouzis, K. (2012). Natural interaction multimodal analysis: Expressivity analysis towards adaptive and personalized interfaces. In Proceedings - 2012 7th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2012 (pp. 131-136). (Proceedings - 2012 7th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2012). https://doi.org/10.1109/SMAP.2012.11
  39. Asteriadis, S., Shaker, N., Karpouzis, K., & Yannakakis, G. N. (2012). Towards player’s affective and behavioral visual cues as drives to game adaptation. In LREC workshop on multimodal corpora for machine learning (pp. 6-9)
  40. 2011
  41. Shaker, N., Asteriadis, S., Yannakakis, G. N., & Karpouzis, K. (2011). A game-based corpus for analysing the interplay between game context and player experience. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 547-556). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6975 LNCS). https://doi.org/10.1007/978-3-642-24571-8_68
  42. Asteriadis, S., Nikolaidis, N., & Pitas, I. (2011). A review of facial feature detection algorithms. In Advances in Face Image Analysis: Techniques and Technologies (pp. 42-61). IGI Global.
  43. Caridakis, G., Asteriadis, S., Karpouzis, K., & Kollias, S. (2011). Detecting human behavior emotional cues in natural interaction. In 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings (17th DSP 2011 International Conference on Digital Signal Processing, Proceedings). https://doi.org/10.1109/ICDSP.2011.6004962
  44. Asteriadis, S., Karpouzis, K., & Kollias, S. (2011). Robust validation of Visual Focus of Attention using adaptive fusion of head and eye gaze patterns. In Proceedings of the IEEE International Conference on Computer Vision (pp. 414-421). (Proceedings of the IEEE International Conference on Computer Vision). https://doi.org/10.1109/ICCVW.2011.6130271
  45. Asteriadis, S., Karpouzis, K., & Kollias, S. (2011). The importance of eye gaze and head pose to estimating levels of attention. In Proceedings - 2011 3rd International Conferenceon Games and Virtual Worlds for Serious Applications, VS-Games 2011 (pp. 186-191). (Proceedings - 2011 3rd International Conferenceon Games and Virtual Worlds for Serious Applications, VS-Games 2011). https://doi.org/10.1109/VS-GAMES.2011.38
  46. Grappiolo, C., Yannakakis, G. N., Asteriadis, S., & Karpouzis, K. (2011). Towards Multimodal Player Adaptivity in a Serious Game for Fair Resource Distribution. In IEEE International Conference on Multimedia and Expo
  47. 2010
  48. Asteriadis, S., Karpouzis, K., & Kollias, S. (2010). Face tracking and head pose estimation using convolutional neural networks. In Proceedings of the SSPNET 2nd International Symposium on Facial Analysis and Animation (pp. 19-19)
  49. Asteriadis, S., Karpouzis, K., & Kollias, S. (2010). Head pose estimation with one camera, in uncalibrated environments. In Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction - EGIHMI '10 (pp. 55-62). (Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction - EGIHMI '10). New York, New York, USA: ACM Press. https://doi.org/10.1145/2002333.2002343
  50. Caridakis, G., Asteriadis, S., & Karpouzis, K. (2010). User modeling via gesture and head pose expressivity features. In Proceedings - 2010 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010 (pp. 19-24). (Proceedings - 2010 5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010). https://doi.org/10.1109/SMAP.2010.5706868
  51. 2009
  52. Asteriadis, S., Soufleros, D., Karpouzis, K., & Kollias, S. (2009). A natural head pose and eye gaze dataset. In Proceedings of the International Workshop on AffectiveAware Virtual Agents and Social Robots AFFINE 09 (pp. 1-4). (Proceedings of the International Workshop on AffectiveAware Virtual Agents and Social Robots AFFINE 09; Vol. Boston, MA). ACM Press. https://doi.org/10.1145/1655260.1655261
  53. Asteriadis, S., Karpouzis, K., & Kollias, S. (2009). Feature extraction and selection for inferring user engagement in an hci environment. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 22-29). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5610 LNCS). https://doi.org/10.1007/978-3-642-02574-7_3
  54. Peters, C., Asteriadis, S., & Rebolledo-Mendez, G. (2009). Modelling user attention for human-agent interaction. In 2009 10th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009 (pp. 266-269). (2009 10th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009). https://doi.org/10.1109/WIAMIS.2009.5031484
  55. 2008
  56. Asteriadis, S., Karpouzis, K., & Kollias, S. (2008). A neuro-fuzzy approach to user attention recognition. In International Conference on Artificial Neural Networks (pp. 927-936)
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