Výsledky vyhledávání - "A, García Avello"

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Towards virtual painting recolouring using Vision Transformer on X-Ray Fluorescence datacubes

Autor: Bombini, Alessandro, Bofías, Fernando García-Avello, Giambi, Francesca, Ruberto, Chiara

In this contribution, we define (and test) a pipeline to perform virtual painting recolouring using raw data of X-Ray Fluorescence (XRF) analysis on pictorial artworks. To circumvent the small dataset size, we generate a synthetic dataset, starting f

Externí odkaz: http://arxiv.org/abs/2410.08826

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Datacube segmentation via Deep Spectral Clustering

Autor: Bombini, Alessandro, Bofías, Fernando García-Avello, Bracci, Caterina, Ginolfi, Michele, Ruberto, Chiara

Extended Vision techniques are ubiquitous in physics. However, the data cubes steaming from such analysis often pose a challenge in their interpretation, due to the intrinsic difficulty in discerning the relevant information from the spectra composin

Externí odkaz: http://arxiv.org/abs/2401.17695

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Akademický článek

Datacube segmentation via deep spectral clustering

Autor: Alessandro Bombini, Fernando García-Avello Bofías, Caterina Bracci, Michele Ginolfi, Chiara Ruberto

Publikováno v: Machine Learning: Science and Technology, Vol 5, Iss 3, p 035024 (2024)

Extended vision techniques are ubiquitous in physics. However, the data cubes steaming from such analysis often pose a challenge in their interpretation, due to the intrinsic difficulty in discerning the relevant information from the spectra composin

Externí odkaz: https://doaj.org/article/5298c855b8894350bd871091fe1f92ac