IDENTIFICATION OF HERITAGE STONE BUILDING DEGRADATION PATTERNS BASED ON DIGITAL PHOTOGRAMMETRY DATA

Abstract:

The deterioration of Cultural Heritage (CH) sites is one of the biggest challenges of modern societies for their important implications not only in our cultural identity, but also in safety and cost. In this sense, the assessment of higher-scale structural-level degradation is essential for decision-making. This paper applies a rational methodology for surface recession pattern recognition using digital photogrammetry and artificial intelligence tools. The identification is based on solid Bayesian probabilistic principles thus allowing uncertainty quantification in the assessment. As an example, a real case study for a 16th century CH building in Granada (Spain), the Real Hospital, is presented.

Año de publicación:

2022

Keywords:

• Material degradation pattern
• digital photogrammetry
• Bayesian probabilistic framework
• Cultural heritage site

Fuente:

scopus