Physically plausible spectral reconstruction

YT Lin, GD Finlayson - Sensors, 2020 - mdpi.com
Spectral reconstruction algorithms recover spectra from RGB sensor responses. Recent
methods—with the very best algorithms using deep learning—can already solve this …

Optimal selection of representative samples for efficient digital camera‐based spectra recovery

J Liang, Q Zhu, Q Liu, K Xiao - Color Research & Application, 2022 - Wiley Online Library
For digital camera‐based spectra recovery, the spectral reflectance of the object being
imaged always needs to be accurately recovered using training samples from available …

Multi-filtering MLP for Spectral Super-resolution with Remote Sensing Image Verification

G Li, Y Leng, Z Zhang, G Wan… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Spectral super-resolution (SSR) has become an attractive approach to reconstructing
hyperspectral images (HSIs) from more available RGB images or multispectral images …

Brightness invariant deep spectral super-resolution

T Stiebel, D Merhof - Sensors, 2020 - mdpi.com
Spectral reconstruction from RGB or spectral super-resolution (SSR) offers a cheap
alternative to otherwise costly and more complex spectral imaging devices. In recent years …