The team, led by Sunghyun Kim with JiHyung Lee and KiHong Kim, argues that one-to-one physical–virtual correspondence and global registration rarely hold in such settings. Instead of chasing geometric accuracy, they prioritized cognitive coherence, designing the system so that what users perceive remains meaningful and stable even when the virtual reconstruction is not perfectly aligned with the physical room.

Technically, the approach uses a decoupled multi-anchor mapping strategy. Yaw is locked using device sensors, while translation-only corrections from QR anchors reduce rotational leverage, a common source of drift in AR tracking. The system was deployed in an ETRI building as a stand-in for the Seokguram Grotto, a heritage site that visitors and experts cannot freely access.

In that deployment, the overlay stayed perceptually stable across viewing distances. Position jitter measured 0.19 mm, compared with 0.32 mm for a 6-DoF baseline, indicating that the decoupled anchoring strategy reduced instability in the virtual overlay.

The researchers also ran a user study with 32 experts. They found a strong association between perceived AR-specific experience and perceived educational effectiveness, with Spearman’s ρ = 0.86. The authors are careful to note that this correlational association does not establish a causal educational effect; it shows that experts who felt more fluent with the AR system tended to rate its educational value more highly.

Overall, the study positions perceptual stability and cognitive coherence as key design considerations for remote observation of restricted-access heritage.

Subject of Research: Mobile augmented reality for remote observation and preservation planning of restricted-access architectural heritage

Article Title: Mobile AR tele-preservation of architectural heritage under spatial mismatch

Article References: Kim, S., Lee, J., & Kim, K. (2026). Mobile AR tele-preservation of architectural heritage under spatial mismatch. npj Heritage Science. https://doi.org/10.1038/s40494-026-03084-4

Image Credits: AI Generated

DOI: 10.1038/s40494-026-03084-4

Keywords: augmented reality, architectural heritage, Seokguram Grotto, spatial mismatch, QR anchors, cognitive coherence, perceptual stability, remote observation, user study, heritage preservation, tracking jitter, npj Heritage Science