Principal component analysis of refractive index spaces: From glass properties to residual colour prediction

\nTraditionally glass dispersion is described by Abbe numbers and partial dispersions, and colour correction is explained and visualized e.g. with Pg,F- and Herzberger diagrams. We have recently developed an alternative approach to colour analysis and colour correction based on principal component analysis of normalized refractive index data. The resulting diagrams can be used not only for glass selection, but also for quantitative prediction of partial refractive powers and residual colour aberrations. The method is intrinsically model-free, robust to the choice of dataset and wavelengths, and transfers easily to any spectral range.\n

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2024-10-31
DOI
https://doi.org/10.1051/epjconf/202430903019/pdf
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

Principal component analysis of refractive index spaces: From glass properties to residual colour prediction

Springer Link (Chiba Institute of Technology)
Mycorrhizal Fungi and Plant Interactions
article

Principal component analysis of refractive index spaces: From glass properties to residual colour prediction

article en

Abstract

\nTraditionally glass dispersion is described by Abbe numbers and partial dispersions, and colour correction is explained and visualized e.g. with Pg,F- and Herzberger diagrams. We have recently developed an alternative approach to colour analysis and colour correction based on principal component analysis of normalized refractive index data. The resulting diagrams can be used not only for glass selection, but also for quantitative prediction of partial refractive powers and residual colour aberrations. The method is intrinsically model-free, robust to the choice of dataset and wavelengths, and transfers easily to any spectral range.\n

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 59%
Mycorrhizal Fungi and Plant Interactions
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Principal component analysis of refractive index spaces: From glass properties to residual colour prediction · Springer Link (Chiba Institute of Technology) (2024) | TGRS Research Map | TGRS