BriefGPT.xyz
Feb, 2021
通过高光谱域映射学习提高视觉质量
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping
HTML
PDF
Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang
TL;DR
通过深度学习，提出了一种SpecNet深度架构，该架构计算光谱剖面以估计给定图像的像素动态范围调整，进而实现在低光条件下用环境一致框架生成高光谱图像，并通过自我监督和光谱剖面规则化网络来从RGB图像推断出可能的高光谱图像。
Abstract
deep learning
based methods have achieved remarkable success in
image restoration
and enhancement, but most such methods rely on RGB input images. These methods fail to take into account the rich spectral distrib
→