基于子空间表示和非局部低秩正则化的多光谱和高光谱图像融合

IF 3 3区地球科学 Q2 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY

International Journal of Remote Sensing Pub Date : 2024-04-18 DOI:10.1080/01431161.2024.2339202

Yiguo Yang, Dan Li, Yanyan Lv, Fanqiang Kong, Qiang Wang

引用次数: 0

摘要

多光谱图像（MSI）和高光谱图像（HSI）融合是HSI超分辨率重建（HSI-SR）的一种常用方法。MSI-HSI 融合问题是一个复杂的问题，需要多个图像处理方案。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Multispectral and hyperspectral images fusion based on subspace representation and nonlocal low-rank regularization

Multispectral image (MSI) and hyperspectral image (HSI) fusion is a popular method for HSI super-resolution reconstruction (HSI-SR). MSI-HSI fusion problem is ill-posed and demands several image pr...

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来源期刊

International Journal of Remote Sensing 工程技术-成像科学与照相技术

CiteScore

7.00

自引率

5.90%

发文量

219

审稿时长

4.8 months

期刊介绍： The International Journal of Remote Sensing ( IJRS) is concerned with the theory, science and technology of remote sensing and novel applications of remotely sensed data. The journal’s focus includes remote sensing of the atmosphere, biosphere, cryosphere and the terrestrial earth, as well as human modifications to the earth system. Principal topics include: • Remotely sensed data collection, analysis, interpretation and display. • Surveying from space, air, water and ground platforms. • Imaging and related sensors. • Image processing. • Use of remotely sensed data. • Economic surveys and cost-benefit analyses. • Drones Section: Remote sensing with unmanned aerial systems (UASs, also known as unmanned aerial vehicles (UAVs), or drones).