A review of principal component analysis and its applications to color technology

DY Tzeng, RS Berns - … & Application: Endorsed by Inter‐Society …, 2005 - Wiley Online Library
Principal component analysis, abbreviated PCA, has been an important and useful
mathematical tool in color technology since the 1960s. Its uses have included defining …

[图书][B] Computational colour science using MATLAB

S Westland, C Ripamonti, V Cheung - 2012 - books.google.com
Computational Colour Science Using MATLAB 2nd Edition offers a practical, problem-based
approach to colour physics. The book focuses on the key issues encountered in modern …

The principal components of reflectances

HS Fairman, MH Brill - … & Application: Endorsed by Inter‐Society …, 2004 - Wiley Online Library
There are practical reasons to represent a set of reflectance spectra by a limited basis‐
function expansion. Such an expansion is most tractable in color technology applications …

Reconstruction of reflectance spectra using weighted principal component analysis

F Agahian, SA Amirshahi… - Color Research & …, 2008 - Wiley Online Library
The weighted principal component analysis technique is employed for reconstruction of
reflectance spectra of surface colors from the related tristimulus values. A dynamic …

[HTML][HTML] Colour expectations across illumination changes

H Karimipour, C Witzel - Vision Research, 2024 - Elsevier
This study investigates human expectations towards naturalistic colour changes under
varying illuminations. Understanding colour expectations is key to both scientific research on …

Reproducing spectral reflectances from tristimulus colours

H Otsu, M Yamamoto… - Computer Graphics Forum, 2018 - Wiley Online Library
Physically based rendering systems often support spectral rendering to simulate light
transport in the real world. Material representations in such simulations need to be defined …

Colour statistics of natural and man‐made surfaces

S Westland, J Shaw, H Owens - Sensor Review, 2000 - emerald.com
The reflectance spectra of natural and man‐made surfaces are highly constrained. Statistical
analyses have been conducted that confirm that the surface reflectance spectra form a set of …

Using weighted pseudo‐inverse method for reconstruction of reflectance spectra and analyzing the dataset in terms of normality

V Babaei, SH Amirshahi… - Color Research & …, 2011 - Wiley Online Library
Most of spectral estimation methods are based on improving the learning‐based procedures
which mainly modify the training sets used by the basic methods. In this article, a new …

Use of three tristimulus values from surface reflectance spectra to calculate the principal components for reconstructing these spectra by using only three eigenvectors

F Ayala, JF Echávarri, P Renet, AI Negueruela - JOSA A, 2006 - opg.optica.org
The division of Color Space into ten zones, corresponding to the ten Munsell hues, allows a
good reconstruction of surface reflectance spectra using just three eigenvectors, obtained by …

[图书][B] A spectrum-based framework for realistic image synthesis

Y Sun - 2000 - Citeseer
Realistic image synthesis provides principles and techniques for creating realistic imagery
based on models of real-world objects and behaviors. It has widespread applications in 3D …