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arXiv:2512.00132 · Theoretical Computer Science

An Operational Quantum Information Framework for Experimental Studies on Color Perception

Roberto Leporini, Edoardo Provenzi, Michel Berthier

q-bio.NCmath-phphysics.soc-phquant-phSubmitted Nov 28, 2025• Announced Dec 1, 2025• 0 citations
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Abstract

Starting from the foundational axiomatization of the perceptual color space initiated by Schrödinger in 1920 and eventually refined by Resnikoff in 1974, Berthier, Provenzi and their collaborators have recently proposed a reformulation of perceptual color attributes within the framework of quantum information. Their work is based on the Jordan algebra formalism of quantum theories and, more specifically, on a quantum system described by a spin factor over the field of real numbers. This theoretical framework is not that of ordinary quantum mechanics, mainly because it requires dealing with rebits, whereas the latter uses qubits. The aim of this paper is to show that this difference in no way hinders the implementation of experimental protocols for testing the validity of the predictions of the color perception model. In particular, we show how to compute the quantum information based perceptual attributes of perceived colors in terms of qubit density matrices.

Journal reference
Theoretical Computer Science 1061, 115650, 2026

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Starting from the foundational axiomatization of the perceptual color space initiated by Schrödinger in 1920 and eventually refined by Resnikoff in 1974, Berthier, Provenzi and their collaborators have recently proposed a reformulation of perceptual color attributes within the framework of quantum information. Their work is based on the Jordan algebra formalism of quantum theories and, more specifically, on a quantum system described by a spin factor over the field of real numbers. This theoretical framework is not that of ordinary quantum mechanics, mainly because it requires dealing with rebits, whereas the latter uses qubits. The aim of this paper is to show that this difference in no way hinders the implementation of experimental protocols for testing the validity of the predictions of the color perception model. In particular, we show how to compute the quantum information based perceptual attributes of perceived colors in terms of qubit density matrices.
In this paper we deal with the problem of overcoming the intuitive definition of several color perception attributes by replacing them with novel mathematically rigorous ones. Our framework is a quantum-like color perception theory recently developed, which constitutes a radical change of view with respect to the classical CIE models and their color appearance counterparts. We show how quantum information concepts, as e.g. effects, generalized states, post-measurement transformations and relative entropy provide tools that seem to be perfectly fit to model color perception attributes as brightness, lightness, colorfulness, chroma, saturation and hue. An illustration of the efficiency of these novel definitions is provided by the rigorous derivation of the so-called lightness constancy phenomenon.
In this paper, we provide an overview on the foundation and first results of a very recent quantum theory of color perception, together with novel results about uncertainty relations for chromatic opposition. The major inspiration for this model is the 1974 remarkable work by H.L. Resnikoff, who had the idea to give up the analysis of the space of perceived colors through metameric classes of spectra in favor of the study of its algebraic properties. This strategy permitted to reveal the importance of hyperbolic geometry in colorimetry. Starting from these premises, we show how Resnikoff's construction can be extended to a geometrically rich quantum framework, where the concepts of achromatic color, hue and saturation can be rigorously defined. Moreover, the analysis of pure and mixed quantum chromatic states leads to a deep understanding of chromatic opposition and its role in the encoding of visual signals. We complete our paper by proving the existence of uncertainty relations for the degree of chromatic opposition, thus providing a theoretical confirmation of the quantum nature of color perception.
This paper is devoted to the study of the Markovian dynamics of open two-state quantum systems defined over the real numbers. Its aim is twofold. On the one hand, we provide a complete mathematical description of such dynamics when the affine component of the quantum channel semigroup is Markovian. We describe Lindblad and Kraus operators, orthogonal evolutions by means of Jordan algebra derivations, as well as solutions of the GKSL dissipative equation and their effect on the relative entropy. On the other hand, we are interested in an original application to color perception that motivates this analysis. Using a recent novel model in which perceived colors are given by Lüders measurements on the state space of a rebit, we show how the chromatic distortion induced by a non-neutral illuminant can be modeled by a Markovian rebit channel that progressively reduces color distinguishability. This colorimetric effect is illustrated through simulations on digital images, offering a concrete demonstration of the relevance of Markovian rebit evolution for modeling perceptual phenomena.
In this paper we deal with the problem of overcoming the intuitive definition of several color perception attributes by replacing them with novel mathematically rigorous ones. Our framework is a quantum-like color perception theory recently developed, which constitutes a radical change of view with respect to the classical Commission Interntional de l'Éclairage models and their color appearance counterparts. We show how quantum information concepts, (e.g., effects, generalized states, postmeasurement transformations, and relative entropy) provide tools that seem to be perfectly fit to model color perception attributes such as brightness, lightness, colorfulness, chroma, saturation, and hue. An illustration of the efficiency of these novel definitions is provided by the rigorous derivation of the so-called lightness constancy phenomenon.
This paper proposes a unified framework—“color syntax”—that interprets color as a projection of quantum structure into perceptual and symbolic domains. Drawing from quantum mechanics, particularly the energy quantization of photons (E = h·ν), we show how discrete energy transitions manifest as visible color. Using hydrogen spectral lines as a foundational case, we explore how color encodes quantum information, and how the limit h → 0 corresponds to the collapse of syntactic structure into classical continuity. The framework bridges physics, perception, and meaning, offering a model for interpreting color as both physical signal and semantic unit. Why Color Is More Than Appearance Color is often treated as a surface phenomenon—an aesthetic or sensory effect. Yet beneath its visual immediacy lies a precise physical origin: the quantized energy of photons. This paper argues that color can be understood as a syntactic unit within a broader quantum language. Just as phonemes form words, and words form meaning, discrete wavelengths form perceptual and symbolic structures. We call this framework the “syntax of color.”