Hyperspectral Image Inpainting Based on Robust Spectral Dictionary Learning

Hyperspectral Image Inpainting Based on Robust Spectral Dictionary Learning

To address the problems of defective pixels and strips in hyperspectral images affecting subsequent processing and applications, we modeled the hyperspectral image (HSI) inpainting problem as a sparse signal reconstruction problem with incomplete observations using the theory of sparse representatio...

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Bibliographic Details
Main Authors: Xiaorui Song, Lingda Wu
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Applied Sciences
Subjects:
image processing
hyperspectral image (HSI)
image inpainting
spectral dictionary learning
robust function
Online Access:https://www.mdpi.com/2076-3417/9/15/3062

Internet

https://www.mdpi.com/2076-3417/9/15/3062

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