Published April 17, 2026 | Version 1.3.0

SCI Universal Model: Deterministic Spectral Response Normalization

Authors/Creators

Description

This paper introduces the Spectral Channel Integrity (SCI) universal model — a framework for deterministic spectral response normalization in subtractive media. The inherent limitations of physical pigments — spectral inconsistency, crosstalk, and amplitude imbalance — are addressed through a system of fixed reference levels scaled against a carefully defined spectral limiter. By applying linear normalization, the model transforms a physically inconsistent reflective surface into a more stable information carrier with operationally separable spectral channels. This approach opens possibilities for high-fidelity spectral data encoding and multi-layer visualization, previously restricted mainly to additive emissive systems.

Files

SCI_Model .pdf

Files (357.6 kB)

Name Size Download all
md5:6c1efcebb2c69b56eb5d8a00120a8a95
357.6 kB Preview Download

Additional details

Related works

Continues
Preprint: 10.5281/zenodo.19301486 (DOI)

Software

Development Status
Active

References

  • Sharma, G., & Bala, R. (2002). Digital Color Imaging Handbook. CRC Press.
  • Kang, H. R. (2010). Computational Color Technology. SPIE Press.
  • CIE Publication 15:2018. Colorimetry, 4th Edition. CIE Central Bureau.
  • Kashkarov, M. (2026). SCI Universal Model: Deterministic Spectral Response Normalization v1.0. Zenodo preprint.