Research using emteq labs devices
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1. Towards smart glasses for facial expression recognition using OMG and machine learning
Kiprijanovska I., Stankoski S., Broulidakis M.J., Archer J.; Fatoorechi, M., Gjoreski M.; Nduka C., Gjoreski H. 2023. Scientific Reports
2. Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics
Sazdov B., Jakimovski S., Stankoski S., Kiprijanovska I.; Sofronievski B., Gjoreski M.; Nduka C., Gjoreski H. 2023. UbiComp/ISWC '23
3. Optomyography-based Sensing of Facial Expression Derived Arousal and Valence in adults with Depression
Broulidakis M.J.; Kiprijanovska I.; Severs L,; Stankoski S., Gjoreski M.; Mavridou I.; Gjoreski H.; Cox S.; Bradwell D.; Stone M.J.; Nduka C., 2023. Frontiers Psychiatry
4. OCOsenseTM Smart Glasses for Analyzing Facial Expressions Using Optomyographic Sensors
Archer, J., Mavridou, I., Stankoski, S., Broulidakis, M.J., Cleal, A., Walas, P., Fatoorechi, M., Gjoreski, H. and Nduka, C., 2023. IEEE Pervasive Computing.
5. Smart Glasses for Gait Analysis of Parkinson’s Disease Patients
Kiprijanovska I.; Panchevski F.; Stankoski S.; Gjoreski M.; Archer J.; Broulidakis J.; Mavridou I.; Hayes B.; Guerreiro T.; Nduka C.; Gjoreski H. 46th ICT and Electronics Convention - MIPRO 2023.
6. Recognizing Activities of Daily Living using Multi-sensor Smart Glasses
Stankoski S.; Sazdov B.; Broulidakis J.; Kiprijanovska I.; Sofronievski B.; Cox S.; Gjoreski M.; Archer J.; Nduka C.; Gjoreski H. 46th ICT and Electronics Convention - MIPRO 2023.
7. Facial EMG sensing for monitoring affect using a wearable device.
Gjoreski, M.; Kiprijanovska, I.; Stankoski, S.; Mavridou, I.; Broulidakis, J.; Gjoreski, H.; Nduka, C.Nature Scientific Reports 12, 16876 (2022).
8. OCOsense: Glasses for Facial Expressions Recognition and Affective Computing in Real World and Augmented Reality
Mavridou, I.; Archer, J.; Gjoreski, H.; Cleal, A.; Broulidakis, J.; Fatoorechi, M.; Kiprijanovska, I.; Stankoski, S.; Gjoreski, M.; Nduka, C.In Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers (UbiComp '22).
9. Monitoring Valence with Facial EMG Sensors using Machine Learning
Kiprijanovska, I.; Jakimovski, B.; Krstevski, P.; Stankoski, S.; Mavridou, I.; Nduka, C.; Gjoreski, H.; Gjoreski, M.In Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers (UbiComp '22).
10. Validating the effects of immersion and spatial audio using novel continuous biometric sensor measures for Virtual Reality
Warp, R.; Zhu, M.; Kiprijanovska, I.; Wiesler, J.; Stafford, S.; Mavridou, I. 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Singapore, Singapore, 2022, pp. 262-265, DOI: 10.1109/ISMAR-Adjunct57072.2022.00058.
11. Preliminary exploration of facial electromyographic indices of pain in people undergoing hand surgery
Panchevski, F.; Mavridou, I.; Gjoreski, H.; Gjoreski, M.; Kiprijanovska, I.; Stankoski, S.; Nduka, C.; Broulidakis, J. International Association for the Study of Pain (IASP) 2022 World Congress on Pain, 19-23 September 2022, Toronto, Canada.
12. Moved By Sound: How head-tracked spatial audio affects autonomic emotional state and immersion-driven auditory orienting response in VR Environments
Warp, R.; Zhu, M.; Kiprijanovska, I.; Wiesler, J.; Stafford, S.; Mavridou, I. 152nd Audio Engineering Society Convention, 7-8 May 2022, The Hague, Netherlands.
13. Multi-componential analysis of emotions using virtual reality using physiological signals
Somarathna, R., Bednarz, T., & Mohammadi, G. In Australasian Joint Conference on Artificial Intelligence, pp. 599-613. Cham: Springer International Publishing, 2022
14. An exploratory analysis of interactive VR-based framework for multi-componential analysis of emotion.
Somarathna, R., Bednarz, T., & Mohammadi, G. (2022, March). In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 353-358). IEEE.
15. emteqPRO—Fully Integrated Biometric Sensing Array for Non-Invasive Biomedical Research in Virtual Reality
Gnacek, M.; Broulidakis, J.; Mavridou, I.; Fatoorechi, M.; Seiss, E.; Kostoulas, T.; Balaguer-Ballester, E.; Kiprijanovska, I.; Rosten, C.; Nduka, C..Frontiers Virtual Reality 3.
16. Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning
Stankoski, S.; Kiprijanovska, I.; Mavridou, I.; Nduka, C.; Gjoreski, H.; Gjoreski, M.Sensors 2022, 22, 2079.
17. emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing
Gjoreski, H.; Mavridou, I.; Fatoorechi, M.; Kiprijanovska. I.; Gjoreski, M.; Cox, G.; Nduka, C.In Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21).
18. Heart rate detection from the supratrochlear vessels using a virtual reality headset integrated PPG sensor.
M., Garrido-Leal, D., Nieto Lopez, R., Mavridou, I., Seiss, E., Kostoulas, T., Balaguer-Ballester, E. and Nduka, C., 2020. In: 1st International Workshop on Multimodal Affect and Aesthetic Experience on ICMI 2020: 22nd ACM International Conference on Multimodal Interaction, 25-29 October 2020, Utrecht, the Netherlands1.
19. Evaluation of facial electromyographic pain responses in healthy participants.
Governo, R. Eden-Green, B. Dawes, T. Mavridou, I. Giles, J. Rosten, C. Rennie-Taylor, J. & Nduka, C. Published Online: 19 Oct 2020.
20. Introducing the EmteqVR Interface for Affect Detection in Virtual Reality.
Mavridou, I., Seiss, E., Kostoulas, T., Hamedi, M, Nduka, C. 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2019, pp. 83-84. DOI: 10.1109/ACIIW.2019.8925297 Tag: VR
21. Emerging Affect Detection Methodologies in VR and future directions.
Mavridou, I., Perry, M., Seiss, E., Kostoulas, T et al. In: VRIC 2019: 21st Virtual Reality International Conference (pp.35), 20-22 March 2019, Laval, France. ISBN 978-2-9566251-2-4. Tag: VR
22. A System Architecture for Emotion Detection in Virtual Reality
Mavriddou I., Seiss E., Kostoulous T., Balaguer-Ballester E., Nduka C. EuroVR 2018, London, United Kingdom Savoy Palace, 22th to 23th October 2018. Tag: VR
23. Using facial gestures to Drive Narrative in VR
Mavriddou I., Hamedi M., Fatoorechi M., Archer J., Cleal A., Balaguer-Ballester E., Seiss E., Nduka C. Proceedings of the 5th Symposium on Spatial User Interaction Tag: VR
24. Towards valence detection from EMG for Virtual Reality applications.
Mavridou, I., Seiss, E., Hamedi, M., Balaguer-Ballester, E. and Nduka, C. In: 12th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2018), 4 – 6 September 2018, Nottingham, UK. ISBN 978-0-7049-1548-0 Tag: VR
25. FACETEQ; A novel platform for measuring emotion in VR
Mavriddou I., Cleal A., McGhee J.T., Hamedi M., Fatoorechi M., Balaguer-Ballester E., Seiss E., Cox G., Nduka C. 19th ACM Virtual Reality International Conference – VRIC 17, 22-24 March 2017, Laval, France. Tag: VR
26. FACETEQ interface demo for emotion expression in VR
Mavriddou I., McGhee J.T., Hamedi M., Fatoorechi M., Cleal A.,Balaguer-Ballester E., Seiss E., Cox G., Nduka C. IEEE Virtual Reality 2017, 18-22 March 2017, Los Angeles, CA, USA Tag: VR
27. Realistic facial expression reconstruction or VR HMD users
Lou, J., Wang, Y., Nduka, C., Hamedi, M., Mavridou, I., Wang, F. Y., & Yu, H.. IEEE Transactions on Multimedia. DOI: 10.1109/TMM.2019.2933338 Tag: VR
28. Towards an effective arousal detection system for virtual reality.
Mavridou, I., Seiss, E., Kostoulas, T., Nduka, C., & Balaguer-Ballester, E. In Proceedings of the Workshop on Human-Habitat for Health. International
Kiprijanovska I., Stankoski S., Broulidakis M.J., Archer J.; Fatoorechi, M., Gjoreski M.; Nduka C., Gjoreski H. 2023. Scientific Reports
2. Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics
Sazdov B., Jakimovski S., Stankoski S., Kiprijanovska I.; Sofronievski B., Gjoreski M.; Nduka C., Gjoreski H. 2023. UbiComp/ISWC '23
3. Optomyography-based Sensing of Facial Expression Derived Arousal and Valence in adults with Depression
Broulidakis M.J.; Kiprijanovska I.; Severs L,; Stankoski S., Gjoreski M.; Mavridou I.; Gjoreski H.; Cox S.; Bradwell D.; Stone M.J.; Nduka C., 2023. Frontiers Psychiatry
4. OCOsenseTM Smart Glasses for Analyzing Facial Expressions Using Optomyographic Sensors
Archer, J., Mavridou, I., Stankoski, S., Broulidakis, M.J., Cleal, A., Walas, P., Fatoorechi, M., Gjoreski, H. and Nduka, C., 2023. IEEE Pervasive Computing.
5. Smart Glasses for Gait Analysis of Parkinson’s Disease Patients
Kiprijanovska I.; Panchevski F.; Stankoski S.; Gjoreski M.; Archer J.; Broulidakis J.; Mavridou I.; Hayes B.; Guerreiro T.; Nduka C.; Gjoreski H. 46th ICT and Electronics Convention - MIPRO 2023.
6. Recognizing Activities of Daily Living using Multi-sensor Smart Glasses
Stankoski S.; Sazdov B.; Broulidakis J.; Kiprijanovska I.; Sofronievski B.; Cox S.; Gjoreski M.; Archer J.; Nduka C.; Gjoreski H. 46th ICT and Electronics Convention - MIPRO 2023.
7. Facial EMG sensing for monitoring affect using a wearable device.
Gjoreski, M.; Kiprijanovska, I.; Stankoski, S.; Mavridou, I.; Broulidakis, J.; Gjoreski, H.; Nduka, C.Nature Scientific Reports 12, 16876 (2022).
8. OCOsense: Glasses for Facial Expressions Recognition and Affective Computing in Real World and Augmented Reality
Mavridou, I.; Archer, J.; Gjoreski, H.; Cleal, A.; Broulidakis, J.; Fatoorechi, M.; Kiprijanovska, I.; Stankoski, S.; Gjoreski, M.; Nduka, C.In Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers (UbiComp '22).
9. Monitoring Valence with Facial EMG Sensors using Machine Learning
Kiprijanovska, I.; Jakimovski, B.; Krstevski, P.; Stankoski, S.; Mavridou, I.; Nduka, C.; Gjoreski, H.; Gjoreski, M.In Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers (UbiComp '22).
10. Validating the effects of immersion and spatial audio using novel continuous biometric sensor measures for Virtual Reality
Warp, R.; Zhu, M.; Kiprijanovska, I.; Wiesler, J.; Stafford, S.; Mavridou, I. 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Singapore, Singapore, 2022, pp. 262-265, DOI: 10.1109/ISMAR-Adjunct57072.2022.00058.
11. Preliminary exploration of facial electromyographic indices of pain in people undergoing hand surgery
Panchevski, F.; Mavridou, I.; Gjoreski, H.; Gjoreski, M.; Kiprijanovska, I.; Stankoski, S.; Nduka, C.; Broulidakis, J. International Association for the Study of Pain (IASP) 2022 World Congress on Pain, 19-23 September 2022, Toronto, Canada.
12. Moved By Sound: How head-tracked spatial audio affects autonomic emotional state and immersion-driven auditory orienting response in VR Environments
Warp, R.; Zhu, M.; Kiprijanovska, I.; Wiesler, J.; Stafford, S.; Mavridou, I. 152nd Audio Engineering Society Convention, 7-8 May 2022, The Hague, Netherlands.
13. Multi-componential analysis of emotions using virtual reality using physiological signals
Somarathna, R., Bednarz, T., & Mohammadi, G. In Australasian Joint Conference on Artificial Intelligence, pp. 599-613. Cham: Springer International Publishing, 2022
14. An exploratory analysis of interactive VR-based framework for multi-componential analysis of emotion.
Somarathna, R., Bednarz, T., & Mohammadi, G. (2022, March). In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 353-358). IEEE.
15. emteqPRO—Fully Integrated Biometric Sensing Array for Non-Invasive Biomedical Research in Virtual Reality
Gnacek, M.; Broulidakis, J.; Mavridou, I.; Fatoorechi, M.; Seiss, E.; Kostoulas, T.; Balaguer-Ballester, E.; Kiprijanovska, I.; Rosten, C.; Nduka, C..Frontiers Virtual Reality 3.
16. Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning
Stankoski, S.; Kiprijanovska, I.; Mavridou, I.; Nduka, C.; Gjoreski, H.; Gjoreski, M.Sensors 2022, 22, 2079.
17. emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing
Gjoreski, H.; Mavridou, I.; Fatoorechi, M.; Kiprijanovska. I.; Gjoreski, M.; Cox, G.; Nduka, C.In Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21).
18. Heart rate detection from the supratrochlear vessels using a virtual reality headset integrated PPG sensor.
M., Garrido-Leal, D., Nieto Lopez, R., Mavridou, I., Seiss, E., Kostoulas, T., Balaguer-Ballester, E. and Nduka, C., 2020. In: 1st International Workshop on Multimodal Affect and Aesthetic Experience on ICMI 2020: 22nd ACM International Conference on Multimodal Interaction, 25-29 October 2020, Utrecht, the Netherlands1.
19. Evaluation of facial electromyographic pain responses in healthy participants.
Governo, R. Eden-Green, B. Dawes, T. Mavridou, I. Giles, J. Rosten, C. Rennie-Taylor, J. & Nduka, C. Published Online: 19 Oct 2020.
20. Introducing the EmteqVR Interface for Affect Detection in Virtual Reality.
Mavridou, I., Seiss, E., Kostoulas, T., Hamedi, M, Nduka, C. 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2019, pp. 83-84. DOI: 10.1109/ACIIW.2019.8925297 Tag: VR
21. Emerging Affect Detection Methodologies in VR and future directions.
Mavridou, I., Perry, M., Seiss, E., Kostoulas, T et al. In: VRIC 2019: 21st Virtual Reality International Conference (pp.35), 20-22 March 2019, Laval, France. ISBN 978-2-9566251-2-4. Tag: VR
22. A System Architecture for Emotion Detection in Virtual Reality
Mavriddou I., Seiss E., Kostoulous T., Balaguer-Ballester E., Nduka C. EuroVR 2018, London, United Kingdom Savoy Palace, 22th to 23th October 2018. Tag: VR
23. Using facial gestures to Drive Narrative in VR
Mavriddou I., Hamedi M., Fatoorechi M., Archer J., Cleal A., Balaguer-Ballester E., Seiss E., Nduka C. Proceedings of the 5th Symposium on Spatial User Interaction Tag: VR
24. Towards valence detection from EMG for Virtual Reality applications.
Mavridou, I., Seiss, E., Hamedi, M., Balaguer-Ballester, E. and Nduka, C. In: 12th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2018), 4 – 6 September 2018, Nottingham, UK. ISBN 978-0-7049-1548-0 Tag: VR
25. FACETEQ; A novel platform for measuring emotion in VR
Mavriddou I., Cleal A., McGhee J.T., Hamedi M., Fatoorechi M., Balaguer-Ballester E., Seiss E., Cox G., Nduka C. 19th ACM Virtual Reality International Conference – VRIC 17, 22-24 March 2017, Laval, France. Tag: VR
26. FACETEQ interface demo for emotion expression in VR
Mavriddou I., McGhee J.T., Hamedi M., Fatoorechi M., Cleal A.,Balaguer-Ballester E., Seiss E., Cox G., Nduka C. IEEE Virtual Reality 2017, 18-22 March 2017, Los Angeles, CA, USA Tag: VR
27. Realistic facial expression reconstruction or VR HMD users
Lou, J., Wang, Y., Nduka, C., Hamedi, M., Mavridou, I., Wang, F. Y., & Yu, H.. IEEE Transactions on Multimedia. DOI: 10.1109/TMM.2019.2933338 Tag: VR
28. Towards an effective arousal detection system for virtual reality.
Mavridou, I., Seiss, E., Kostoulas, T., Nduka, C., & Balaguer-Ballester, E. In Proceedings of the Workshop on Human-Habitat for Health. International
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