The Geometry of Color in the Light of a Non‐Riemannian Space

Abstract We formalize Schrödinger's definitions of hue, saturation, and lightness, building on the foundational idea from Helmholtz that these perceptual attributes can be derived solely from the perceptual metric. We identify three shortcomings in Schrödinger's approach and propose solutions to them. First, to encompass the Bezold‐Brücke effect, we replace the straight‐line definition of stimulus quality between a color and black with the geodesic path in perceptual color space. Second, to model diminishing returns in color perception, we employ a non‐Riemannian perceptual metric, which introduces a potential ambiguity in defining lightness, but our experiments show that this ambiguity is inconsequential. Third, we provide a geometric definition of the neutral axis as the closest color to black within each equal‐lightness surface—a definition feasible only in a non‐Riemannian framework. Collectively, our solutions provide the first comprehensive realization of Helmholtz's vision: formal geometric definitions of hue, saturation, and lightness derived entirely from the metric of perceptual similarity, without reliance on external constructs.

Authors

Institutions

Publication Details

Journal
Computer Graphics Forum
Published
2025-05-23
DOI
https://doi.org/10.1111/cgf.70136
Primary Topic
Color Science and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Geometry of Color in the Light of a Non‐Riemannian Space

Jonah M Miller, Emily N. Stark, David Rogers, Roxana Bujack et al.
Computer Graphics Forum
Color Science and Applications
article

The Geometry of Color in the Light of a Non‐Riemannian Space

Jonah M Miller, Emily N. Stark, David Rogers, Roxana Bujack, Terece L. Turton
article en

Abstract

Abstract We formalize Schrödinger's definitions of hue, saturation, and lightness, building on the foundational idea from Helmholtz that these perceptual attributes can be derived solely from the perceptual metric. We identify three shortcomings in Schrödinger's approach and propose solutions to them. First, to encompass the Bezold‐Brücke effect, we replace the straight‐line definition of stimulus quality between a color and black with the geodesic path in perceptual color space. Second, to model diminishing returns in color perception, we employ a non‐Riemannian perceptual metric, which introduces a potential ambiguity in defining lightness, but our experiments show that this ambiguity is inconsequential. Third, we provide a geometric definition of the neutral axis as the closest color to black within each equal‐lightness surface—a definition feasible only in a non‐Riemannian framework. Collectively, our solutions provide the first comprehensive realization of Helmholtz's vision: formal geometric definitions of hue, saturation, and lightness derived entirely from the metric of perceptual similarity, without reliance on external constructs.

Computer Graphics ForumVol. 44(3)
Los Alamos National Laboratory (US)
National Nuclear Security Administration, Laboratory Directed Research and Development, Los Alamos National Laboratory
Openalex Percentile: Top 91%
Color Science and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.