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Tensor-Based Sparse Representation for Hyperspectral Image Reconstruction Using RGB Inputs

Hyperspectral image (HSI) reconstruction from RGB input has drawn much attention recently and plays a crucial role in further vision tasks. However, current sparse coding algorithms often take each single pixel as the basic processing unit during the reconstruction process, which ignores the strong...

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Principais autores: Yingtao Duan, Nan Wang, Yifan Zhang, Chao Song
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-02-01
Serier:Mathematics
Fag:
spectral super-resolution
sparse representation
dictionary learning
Online adgang:https://www.mdpi.com/2227-7390/12/5/708
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