AHCI RESEARCH GROUP
Publications
Papers published in international journals,
proceedings of conferences, workshops and books.
OUR RESEARCH
Scientific Publications
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2025
Lopes, M. K. S.; Falk, T. H.
Generative AI for Personalized Multisensory Immersive Experiences: Challenges and Opportunities for Stress Reduction Proceedings Article
In: Proc. - IEEE Conf. Virtual Real. 3D User Interfaces Abstr. Workshops, VRW, pp. 143–146, Institute of Electrical and Electronics Engineers Inc., 2025, ISBN: 979-833151484-6 (ISBN).
Abstract | Links | BibTeX | Tags: Artificial intelligence tools, Environment personalization, Forest bathing, Generative AI, Immersive, Multi-Sensory, Multi-sensory virtual reality, Multisensory, Personalizations, Relaxation, Virtual Reality, Virtualization
@inproceedings{lopes_generative_2025,
title = {Generative AI for Personalized Multisensory Immersive Experiences: Challenges and Opportunities for Stress Reduction},
author = {M. K. S. Lopes and T. H. Falk},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105005149501&doi=10.1109%2fVRW66409.2025.00036&partnerID=40&md5=e0a94aebd683f257899474d4c486d784},
doi = {10.1109/VRW66409.2025.00036},
isbn = {979-833151484-6 (ISBN)},
year = {2025},
date = {2025-01-01},
booktitle = {Proc. - IEEE Conf. Virtual Real. 3D User Interfaces Abstr. Workshops, VRW},
pages = {143–146},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {Stress management and relaxation are critical areas of interest in mental health and well-being. Forest bathing is a practice that has been shown to have a positive effect on reducing stress by stimulating all the senses in an immersive nature experience. Since access to nature is not universally available to everyone, virtual reality has emerged as a promising tool to simulate this type of experience. Furthermore, generative artificial intelligence (GenAI) tools offer new opportunities to create highly personalized and immersive experiences that can enhance relaxation and reduce stress. This study explores the potential of personalized multisensory VR environments, designed using GenAI tools, to optimize relaxation and stress relief via two experiments that are currently underway. The first evaluates the effectiveness of non-personalized versus personalized VR scenes generated using AI tools to promote increased relaxation. The second explores the potential benefits of providing the user with additional personalization tools, from adding new virtual elements to the AI-generated scene, to adding AI-generated sounds and scent/haptics customization. Ultimately, this research aims to identify which customizable elements may lead to improved therapeutic benefits for multisensory VR experiences. © 2025 IEEE.},
keywords = {Artificial intelligence tools, Environment personalization, Forest bathing, Generative AI, Immersive, Multi-Sensory, Multi-sensory virtual reality, Multisensory, Personalizations, Relaxation, Virtual Reality, Virtualization},
pubstate = {published},
tppubtype = {inproceedings}
}
Stroinski, M.; Kwarciak, K.; Kowalewski, M.; Hemmerling, D.; Frier, W.; Georgiou, O.
Text-to-Haptics: Enhancing Multisensory Storytelling through Emotionally Congruent Midair Haptics Journal Article
In: Advanced Intelligent Systems, vol. 7, no. 4, 2025, ISSN: 26404567 (ISSN).
Abstract | Links | BibTeX | Tags: Audiovisual, Augmented Reality, Extended reality, Haptic interfaces, Haptics, Haptics interfaces, HMI, hybrid AI, Hybrid artificial intelligences, Metaverses, Mixed reality, Multisensory, Natural Language Processing, perception, Sentiment Analysis, Sound speech, Special issue and section, Speech enhancement, Virtual environments, Visual elements
@article{stroinski_text–haptics_2025,
title = {Text-to-Haptics: Enhancing Multisensory Storytelling through Emotionally Congruent Midair Haptics},
author = {M. Stroinski and K. Kwarciak and M. Kowalewski and D. Hemmerling and W. Frier and O. Georgiou},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105002269591&doi=10.1002%2faisy.202400758&partnerID=40&md5=a4c8ce7a01c9bc90d9805a81d34df982},
doi = {10.1002/aisy.202400758},
issn = {26404567 (ISSN)},
year = {2025},
date = {2025-01-01},
journal = {Advanced Intelligent Systems},
volume = {7},
number = {4},
abstract = {In multisensory storytelling, the integration of touch, sound, speech, and visual elements plays a crucial role in enhancing the narrative immersion and audience engagement. In light of this, this article presents a scalable and intelligent hybrid artificial intelligence (AI) method that uses emotional text analysis for deciding when and what midair haptics to display alongside audiovisual content generated by latent stable diffusion methods. Then, a user study involving 40 participants is described, the results of which suggest that the proposed approach enhances the audience level of engagement as they experience a short AI-generated multisensory (audio–visual–haptic) story. © 2024 The Author(s). Advanced Intelligent Systems published by Wiley-VCH GmbH.},
keywords = {Audiovisual, Augmented Reality, Extended reality, Haptic interfaces, Haptics, Haptics interfaces, HMI, hybrid AI, Hybrid artificial intelligences, Metaverses, Mixed reality, Multisensory, Natural Language Processing, perception, Sentiment Analysis, Sound speech, Special issue and section, Speech enhancement, Virtual environments, Visual elements},
pubstate = {published},
tppubtype = {article}
}