Research on the deep learning-based exposure invariant spectral reconstruction method

Research on the deep learning-based exposure invariant spectral reconstruction method

The surface spectral reflectance of an object is the key factor for high-fidelity color reproduction and material analysis, and spectral acquisition is the basis of its applications. Based on the theoretical imaging model of a digital camera, the spectral reflectance of any pixels in the image can b...

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Bibliographic Details
Main Authors: Jinxing Liang, Lei Xin, Zhuan Zuo, Jing Zhou, Anping Liu, Hang Luo, Xinrong Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Neuroscience
Subjects:
spectral reconstruction
multispectral image
color science
convolutional neural network
exposure invariant
dense connections
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1031546/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1031546/full

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