For thermal photogrammetry of heritage buildings, AI super-resolution degrades 3D reconstruction quality; native-resolution thermal images remain the most geometrically accurate, and hardware UltraMax offers only marginal gains.
Infrared thermography (IRT) applications for building diagnostics: A review,
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Loggia dei Lanzi: AI Thermography Enhancement Comparisons through 3D Photogrammetry
For thermal photogrammetry of heritage buildings, AI super-resolution degrades 3D reconstruction quality; native-resolution thermal images remain the most geometrically accurate, and hardware UltraMax offers only marginal gains.