Spectra estimation from raw camera responses based on adaptive local-weighted linear regression

J Liang, K Xiao, MR Pointer, X Wan, C Li - Optics express, 2019 - opg.optica.org
An improved spectral reflectance estimation method is developed to transform raw camera
RGB responses to spectral reflectance. The novelty of our method is to apply a local …

A strategy toward spectral and colorimetric color reproduction using ordinary digital cameras

M Maali Amiri, MD Fairchild - Color Research & Application, 2018 - Wiley Online Library
In this work, a methodology is introduced to use ordinary digital RGB cameras for the
purpose of spectral and colorimetric color reproduction. First, it is attempted to recover the …

Reflectance spectra reconstruction from trichromatic camera based on kernel partial least square method

G Xiao, X Wan, L Wang, S Liu - Optics Express, 2019 - opg.optica.org
A novel spectral reflectance reconstruction method based on kernel partial least square
(KPLS) regression is proposed. The proposed method integrates the partial least square …

Chromatic adaptation transform by spectral reconstruction

SA Burns - Color Research & Application, 2019 - Wiley Online Library
A color appearance model (CAM) is an advanced colorimetric tool used to predict color
appearance under a wide variety of viewing conditions. A chromatic adaptation transform …

A step by step recovery of spectral data from colorimetric information

MM Amiri, SH Amirshahi - Journal of Optics, 2015 - Springer
In this paper, a technique named step by step progressive method is devised for recovery of
spectral data from the corresponding colorimetric information. The method consists of …

Numerical methods for smoothest reflectance reconstruction

SA Burns - Color Research & Application, 2020 - Wiley Online Library
Three numerical methods are presented for finding the smoothest reflectance curve
associated with a given triplet of tristimulus values. The methods differ in how “smooth” is …

Reflectance spectra recovery from tristimulus values by extraction of color feature match

G Wu, X Shen, Z Liu, S Yang, M Zhu - Optical and Quantum Electronics, 2016 - Springer
A procedure for recovering spectral reflectance from CIE tristimulus values is presented
using a modified pseudo-inverse method. Unlike previous spectral recovery methods, this …

Spectral reflectance reconstruction using fuzzy logic system training: color science application

M Maali Amiri, S Garcia-Nieto, S Morillas, MD Fairchild - Sensors, 2020 - mdpi.com
In this work, we address the problem of spectral reflectance recovery from both CIEXYZ and
RGB values by means of a machine learning approach within the fuzzy logic framework …

Spectral reflectance estimation based on two-step k-nearest neighbors locally weighted linear regression

L Wei, W Xu, Z Weng, Y Sun, Y Lin - Optical Engineering, 2022 - spiedigitallibrary.org
To improve the estimation accuracy of spectral reflectance from the given trichromatic value,
a new two-step k-nearest neighbors locally weighted linear regression method is proposed …

An improved spectral estimation method based on color perception features of mobile phone camera

D Liu, X Wu, J Liang, T Wang, X Wan - Frontiers in Neuroscience, 2022 - frontiersin.org
We use the mobile phone camera as a new spectral imaging device to obtain raw responses
of samples for spectral estimation and propose an improved sequential adaptive weighted …