FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion

Due to hardware limitations of the imaging sensors, it is challenging to acquire images of high resolution in both spatial and spectral domains. Fusing a low-resolution hyperspectral image (LR-HSI) and a high-resolution multispectral image (HR-MSI) to obtain an HR-HSI in an unsupervised manner has d...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 29; pp. 7565 - 7577
Main Authors:	Wang, Zhengjue, Chen, Bo, Lu, Ruiying, Zhang, Hao, Liu, Hongwei, Varshney, Pramod K.
Format:	Journal Article
Language:	English
Published:	New York IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Artificial neural networks Computer vision convolutional neural network High resolution Hyperspectral images Hyperspectral imaging Image acquisition image fusion Image processing Image resolution Machine learning meta-learning multispectral images probabilistic generative model Probabilistic logic Sensors Spatial resolution Spectra Task analysis
ISSN:	1057-7149, 1941-0042
Online Access:	Get full text
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