Semantic-augmented analysis of spectral data of artworks

• Interpreting that data from artworks is traditionally a laborious manual process. • A novel workflow based on the semantic segmentation of images is introduced. • Assigning labels transforms spatial segments into meaningful categories for the expert. • Tools augmented with semantic segmentation facilitate the interpretation of the data. • The programs are free and open source.

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Publication Details

Journal
Journal of Cultural Heritage
Published
2026-05-30
DOI
https://doi.org/10.1016/j.culher.2026.05.001
Primary Topic
Aesthetic Perception and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Semantic-augmented analysis of spectral data of artworks

Domingo Martín, María Rosario Blanc, Juan Ruiz de Miras, Ana López
Journal of Cultural Heritage
Aesthetic Perception and Analysis
article

Semantic-augmented analysis of spectral data of artworks

Domingo Martín, María Rosario Blanc, Juan Ruiz de Miras, Ana López
article en

Abstract

• Interpreting that data from artworks is traditionally a laborious manual process. • A novel workflow based on the semantic segmentation of images is introduced. • Assigning labels transforms spatial segments into meaningful categories for the expert. • Tools augmented with semantic segmentation facilitate the interpretation of the data. • The programs are free and open source.

Journal of Cultural HeritageVol. 80
Universidad de Granada (ES)
Vicerrectorado de Investigación y Transferencia, Universidad de Granada
Decent work and economic growth
Openalex Percentile: Top 5%
Aesthetic Perception and Analysis
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