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Apr, 2024
立方星联合高光谱图像传输与恢复的实时压缩感知
Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat
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Chih-Chung Hsu, Chih-Yu Jian, Eng-Shen Tu, Chia-Ming Lee, Guan-Lin Chen
TL;DR
本研究论文提出了一种用于实时压缩感知网络的轻量级架构,能够在有条纹效应和噪声传输条件下,以相对较少的训练样本高效稳健地完成高光谱图像重建,适用于迷你卫星上使用的推扫式扫描机制。
Abstract
This paper addresses the challenges associated with
hyperspectral image
(HSI)
reconstruction
from
miniaturized satellites
, which often suf
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