Observed arrival · 2026-10-19
New Light, Old Heritage’s Mural-Restoration Research
A research-and-advocacy project on digital mural restoration, with technical papers, model explanations, and heritage fieldwork.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Mural conservation researchers and heritage advocates
- Worth noticing
- Tests use fixed masks across methods; severe masks cover 40–50% of an image, while experiments use 256 × 256 inputs.
Field notes
The model uses dynamic filtering around damage boundaries, Transformer context to connect distant structure, and style fusion conditioned on image and mask. Reported tests use DHMural and a Nine-Colored Deer dataset, with fixed masks shared across methods; severe masks obscure 40–50% of an image. Experiments use 256 × 256 inputs, and masks are supplied rather than detected, so ambiguous losses may still need expert review.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
One card from the complete issue