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Virtual Reality Hand Tracking for Immersive Telepresence in Rehabilitative Serious Gaming

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Social Robotics (ICSR 2023)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 14453 ))

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Abstract

Intelligent systems face an increasingly complex array of challenges in the rapidly evolving landscape of human-device interactions. To address these challenges, there arises a pressing need for the development of refined methods of information transfer, capable of capturing subtle nuances such as body language and tonal subtleties. The system presented in this paper is designed to highlight a novel method of refined human-device interactions and its potential impact on the medical domain. Leveraging the Oculus SDK in the Unity Game Engine alongside the Oculus VR headset, our system allows users to interact with virtual objects naturally, mirroring real-world hand movements while simultaneously promoting upper limb rehabilitation through engaging gameplay scenarios. The integration of haptic feedback enriches the immersive experience, enabling users to not only visualize but also feel their virtual interactions. The system accommodates varying levels of mobility, adapting its complexity to individual progress. Furthermore, our VR rehabilitation system has garnered positive outcomes from user assessments, demonstrating the system’s effectiveness and user satisfaction. While limited in addressing severe upper limb impairments, the system’s flexibility allows for modular improvements and broader clinical integration.

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References

  1. Ernst, E., Merola, R., Samaan, D.: Economics of artificial intelligence: implications for the future of work. IZA J. Labor Policy 9(1) (2019)

    Google Scholar 

  2. Damiano, L., Dumouchel, P., Lehmann, H.: Towards human-robot affective co-evolution overcoming oppositions in constructing emotions and empathy. Int. J. Soc. Robot. 7, 7–18 (2015)

    Article  Google Scholar 

  3. Amin, M.M., Cambria, E., Schuller, B.W.: Will affective computing emerge from foundation models and general AI? a first evaluation on ChatGPT. arXiv preprint arXiv:2303.03186 (2023)

  4. Chenna, S.: Augmented reality and AI: enhancing human-computer interaction in the metaverse. Available at SSRN 4324629 (2023)

    Google Scholar 

  5. Bonarini, A.: Communication in human-robot interaction. Curr. Robot. Rep. 1, 279–285 (2020)

    Article  Google Scholar 

  6. Xu, W., Dainoff, M.J., Ge, L., Gao, Z.: Transitioning to human interaction with AI systems: new challenges and opportunities for HCI professionals to enable human-centered AI. Int. J. Hum.-Comput. Interact. 39(3), 494–518 (2023)

    Article  Google Scholar 

  7. Urakami, J., Seaborn, K.: Nonverbal cues in human-robot interaction: a communication studies perspective. ACM Trans. Hum.-Robot Interact. 12(2), 1–21 (2023)

    Article  Google Scholar 

  8. Ham, J., Bokhorst, R., Cuijpers, R., van der Pol, D., Cabibihan, J.-J.: Making robots persuasive: the influence of combining persuasive strategies (gazing and gestures) by a storytelling robot on its persuasive power. In: Mutlu, B., Bartneck, C., Ham, J., Evers, V., Kanda, T. (eds.) ICSR 2011. LNCS (LNAI), vol. 7072, pp. 71–83. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-25504-5_8

    Chapter  Google Scholar 

  9. He, J., Baxter, S.L., Xu, J., Xu, J., Zhou, X., Zhang, K.: The practical implementation of artificial intelligence technologies in medicine. Nat. Med. 25(1), 30–36 (2019)

    Article  Google Scholar 

  10. Sahija, D.: Critical review of mixed reality integration with medical devices for patientcare. 2022, 10 (2022)

    Google Scholar 

  11. Snoswell, A.J., Snoswell, C.L.: Immersive virtual reality in health care: systematic review of technology and disease states. JMIR Biomed. Eng. 4(1), e15025 (2019)

    Article  Google Scholar 

  12. Davenport, T., Kalakota, R.: The potential for artificial intelligence in healthcare. Future Healthc. J. 6(2), 94 (2019)

    Article  Google Scholar 

  13. Kyrarini, M., et al.: A survey of robots in healthcare. Technologies 9(1), 8 (2021)

    Article  Google Scholar 

  14. Cabibihan, J.J., Javed, H., Ang, M., Aljunied, S.M.: Why robots? a survey on the roles and benefits of social robots in the therapy of children with autism. Int. J. Soc. Robot. 5, 593–618 (2013)

    Article  Google Scholar 

  15. Mantovani, F., Castelnuovo, G., Gaggioli, A., Riva, G.: Virtual reality training for health-care professionals. Cyberpsychol. Behav. 6(4), 389–395 (2003)

    Article  Google Scholar 

  16. Wang, M., Pan, C., Ray, P.K.: Technology entrepreneurship in developing countries: role of telepresence robots in healthcare. IEEE Eng. Manage. Rev. 49(1), 20–26 (2021)

    Article  Google Scholar 

  17. Dang, B.K., O’Leary-Kelley, C., Palicte, J.S., Badheka, S., Vuppalapati, C.: Comparing virtual reality telepresence and traditional simulation methods: a pilot study. Nurs. Educ. Perspect. 41(2), 119–121 (2020)

    Article  Google Scholar 

  18. Juan, M.C., Elexpuru, J., Dias, P., Santos, B.S., Amorim, P.: Immersive virtual reality for upper limb rehabilitation: comparing hand and controller interaction. Virtual Reality, 1–15 (2022)

    Google Scholar 

  19. McGloin, R., Farrar, K., Krcmar, M.: Video games, immersion, and cognitive aggression: does the controller matter? Media Psychol. 16(1), 65–87 (2013)

    Article  Google Scholar 

  20. Xie, B., et al.: A review on virtual reality skill training applications. Front. Virtual Reality 2, 645153 (2021)

    Article  Google Scholar 

  21. Cabibihan, J.J., et al.: Suitability of the openly accessible 3D printed prosthetic hands for war-wounded children. Front. Robot. AI 7, 594196 (2021)

    Article  Google Scholar 

  22. Zhang, X.Y., Nakamura, Y., Goda, K., Yoshimoto, K.: Robustness of power grasp. In: Proceedings of the 1994 IEEE International Conference on Robotics and Automation, vol. 4, pp. 2828–2835 (1994)

    Google Scholar 

  23. Bullock, I.M., Zheng, J.Z., De La Rosa, S., Guertler, C., Dollar, A.M.: Grasp frequency and usage in daily household and machine shop tasks. IEEE Trans. Haptics 6(3), 296–308 (2013)

    Article  Google Scholar 

  24. Demartino, A.M., Rodrigues, L.C., Gomes, R.P., Michaelsen, S.M.: Hand function and type of grasp used by chronic stroke individuals in actual environment. Top. Stroke Rehabil. 26(4), 247–254 (2019)

    Article  Google Scholar 

  25. Goršič, M., Cikajlo, I., Goljar, N., Novak, D.: A multisession evaluation of an adaptive competitive arm rehabilitation game. J. Neuroeng. Rehabil. 14(1), 1–15 (2017)

    Article  Google Scholar 

  26. Brooke, J.: SUS-a quick and dirty usability scale. Usability Evaluation in Industry, 189 (1996)

    Google Scholar 

  27. Kennedy, R.S., Lane, N.E., Berbaum, K.S., Lilienthal, M.G.: Simulator sickness questionnaire: an enhanced method for quantifying simulator sickness. Int. J. Aviat. Psychol. 3(3), 203–220 (1993)

    Article  Google Scholar 

  28. Witmer, B.G., Jerome, C.J., Singer, M.J.: The factor structure of the presence questionnaire. Presence: Teleoperators Virtual Environ. 14(3), 298–312 (2005). https://doi.org/10.1162/105474605323384654

  29. Zhou, Z., Li, J., Wang, H., Luan, Z., Li, Y., Peng, X.: Upper limb rehabilitation system based on virtual reality for breast cancer patients: development and usability study. PLOS ONE 16(12), 1–16 (2021). https://doi.org/10.1371/journal.pone.0261220

  30. Morizio, C., Compagnat, M., Boujut, A., Labbani-Igbida, O., Billot, M., Perrochon, A.: Immersive virtual reality during robot-assisted gait training: validation of a new device in stroke rehabilitation. Medicina 58(12) (2022). https://www.mdpi.com/1648-9144/58/12/1805

  31. Lee, N., Choi, W., Lee, S.: Development of a 360-degree virtual reality video-based immersive cycle training system for physical enhancement in older adults: a feasibility study. BMC Geriatrics 21, 325 (2021). https://doi.org/10.1186/s12877-021-02263-1

  32. Gentry, S.V., et al.: Serious gaming and gamification education in health professions: systematic review. J. Med. Internet Res. 21(3), e12994 (2019)

    Article  Google Scholar 

  33. Bellotti, F., Kapralos, B., Lee, K., Moreno-Ger, P., Berta, R.: Assessment in and of serious games: an overview. Adv. Hum.-Comput. Interact. 2013, 1–1 (2013)

    Article  Google Scholar 

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Acknowledgements

This work was supported by a research grant from Qatar University under grant no. IRCC-2022-541. The statements made herein are solely the responsibility of the authors. The authors declare that they have no conflict of interest.

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Correspondence to John-John Cabibihan .

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Mazhar, N., Gaballa, A., Pandey, A.K., Cabibihan, JJ. (2024). Virtual Reality Hand Tracking for Immersive Telepresence in Rehabilitative Serious Gaming. In: Ali, A.A., et al. Social Robotics. ICSR 2023. Lecture Notes in Computer Science(), vol 14453 . Springer, Singapore. https://doi.org/10.1007/978-981-99-8715-3_1

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  • DOI: https://doi.org/10.1007/978-981-99-8715-3_1

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  • Print ISBN: 978-981-99-8714-6

  • Online ISBN: 978-981-99-8715-3

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