A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging

J Zhang, R Su, Q Fu, W Ren, F Heide, Y Nie - Scientific reports, 2022 - nature.com
Hyperspectral imaging enables many versatile applications for its competence in capturing
abundant spatial and spectral information, which is crucial for identifying substances …

[HTML][HTML] What is the 'spectral diet'of humans?

FS Webler, M Spitschan, RG Foster, M Andersen… - Current opinion in …, 2019 - Elsevier
Our visual perception of the world—seeing form and colour or navigating the environment—
depends on the interaction of light and matter in the environment. Light also has a more …

[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 …

Training-based spectral reconstruction from a single RGB image

RMH Nguyen, DK Prasad, MS Brown - … 6-12, 2014, Proceedings, Part VII …, 2014 - Springer
This paper focuses on a training-based method to reconstruct a scene's spectral reflectance
from a single RGB image captured by a camera with known spectral response. In particular …

Structural, optical, and LED characteristics of ZnO and Al doped ZnO thin films

KM Sandeep, S Bhat, SM Dharmaprakash - Journal of Physics and …, 2017 - Elsevier
ZnO (pristine) and Al doped ZnO (AZO) films were prepared using sol-gel spin coating
method. The XRD analysis showed the enhanced compressive stress in AZO film. The …

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 …

Characterization of trichromatic color cameras by using a new multispectral imaging technique

V Cheung, S Westland, C Li, J Hardeberg, D Connah - JOSA A, 2005 - opg.optica.org
We investigate methods for the recovery of reflectance spectra from the responses of
trichromatic camera systems and the application of these methods to the problem of camera …

Illuminant estimation in multispectral imaging

HA Khan, JB Thomas, JY Hardeberg, O Laligant - JOSA A, 2017 - opg.optica.org
With the advancement in sensor technology, the use of multispectral imaging is gaining wide
popularity for computer vision applications. Multispectral imaging is used to achieve better …

Spectral Super-Resolution via Deep Low-Rank Tensor Representation

R Dian, Y Liu, S Li - IEEE Transactions on Neural Networks and …, 2024 - ieeexplore.ieee.org
Spectral super-resolution has attracted the attention of more researchers for obtaining
hyperspectral images (HSIs) in a simpler and cheaper way. Although many convolutional …

Recovering spectral data from natural scenes with an RGB digital camera and colored filters

EM Valero, JL Nieves, SMC Nascimento… - Color Research & …, 2007 - Wiley Online Library
Many spectral‐recovery methods using RGB digital cameras assume the underlying
smoothness of illuminant and reflectance spectra, and apply low‐dimensional linear models …