Page 88 - AC-1-2

Arts & Communication Digital restoration with generative AI

overarching image quality. Such outcomes accentuate the References
pressing need for algorithmic advancements — algorithms 1. Tzortzaki D, 2001, Museums and virtual reality: Using the
that transcend mere replication to truly fathom the nuances CAVE to simulate the past. Digit Creat, 12: 247–251.
of artistic creation.
2. Gabellone F, 2022, Digital Twin: A new perspective for
Looking ahead, the logical trajectory for research cultural heritage management and fruition. Acta IMEKO,
would encompass melding diverse machine-learning 11: 7.
models with the sagacious insights of human conservators. 3. Hutson J, Olsen T, 2021, Digital humanities and virtual
Potential explorations might span the spectrum of three- reality: A review of theories and best practices for art history.
dimensional artifacts and venture into the rich tapestry Int J Technol Educ, 4: 491–500.
of intangible heritage, encompassing oral traditions and https://doi.org/10.46328/ijte.150
live performances. Moreover, methodical investigations
aimed at fine-tuning inpainting parameters, harmonizing 4. Stanco F, Battiato S, Gallo G, 2011, Digital imaging for
meticulous detail retention with holistic image quality, cultural heritage preservation. In Analysis, Restoration,
emerge as promising avenues warranting academic and Reconstruction of Ancient Artworks. United Kingdom:
pursuit. In essence, this research should not be perceived Routledge.
as an endpoint but rather as a vantage point — providing a 5. Brennan M, Christiansen L, 2018, Virtual Materiality:
panoramic view of past accomplishments while illuminating A Virtual Reality Framework for the Analysis and
potential paths for future exploration. By amalgamating Visualization of Cultural Heritage 3D Models. In: Proceedings
rd
the virtues of both manual craftsmanship and digital of the 3 International Congress and Expo Digital Heritage.
innovation, this study lays a foundational stone, guiding 6. Lei Z, Zhou H, Hu W, et al., 2021, Toward a web-based
interdisciplinary endeavors toward more holistic, nuanced, digital twin thermal power plant. IEEE Trans Ind Inform,
and efficacious strategies, all in service of safeguarding and 18: 1716–1725.
celebrating the rich tapestry of global cultural heritage. 7. Ni Z, Liu Y, Karlsson M, et al., 2022, Enabling preventive
conservation of historic buildings through cloud-based
Acknowledgments digital twins: A case study in the city theatre, Norrköping.
IEEE Access, 10: 90924–90939.
None.
8. Baduge SK, Thilakarathna S, Perera JS, et al., 2022, Artificial
Funding intelligence and smart vision for building and construction
4.0: Machine and deep learning methods and applications.
None. Autom Constr, 141: 104440.

Conflict of interest 9. Kurtha H, Balzanb L, 2022, Process analytical technologies
for precise, timely and representative elemental and moisture
The authors declare that they have no conflicts of interest. measurement for conveyed flows. TOS Forum, 2022: 143.

Author contributions 10. Barrile V, Bernardo E, Fotia A, et al., 2022, A combined
study of cultural heritage in archaeological museums: 3D
Conceptualization: Charles O’Brien survey and mixed reality. Heritage, 5: 1330–1349.
Investigation: Trent Olsen 11. Hutson J, Olsen T, 2022a, Virtual reality and learning: A case
Methodology: Charles O’Brien study of experiential pedagogy in art history. J Intell Learn
Validation: Jeremiah Ratican Syst Appl, 14: 120925.
Visualization: Charles O’Brien
Writing – original draft: James Hutso 12. Roussou M, 2001, Immersive Interactive Virtual Reality
in the Museum. Foundation of the Hellenic World. In:
Writing – review and editing: James Hutson Procedings of TiLE, p. 254.
Ethics approval and consent to participate 13. Loscos C, Tecchia F, Frisoli A, et al., 2004, The Museum of
Pure Form: Touching Real Statues in an immersive Virtual
Not applicable. Museum. In: 5 International Symposium on Virtual Reality,
th
Archaeology and Cultural Heritage VAST, pp. 271–279.
Consent for publication
14. Carrozzino M, Bergamasco M, 2010, Beyond virtual
Not applicable. museums: Experiencing immersive virtual reality in real
museums. J Cult Herit, 11: 452–458.
Availability of data
15. Hutson J, Olsen T, 2022b, Virtual reality and art history:
Not applicable. A case study of digital humanities and immersive learning

Volume 1 Issue 2 (2023) 7 https://doi.org/10.36922/ac.1793