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Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images.
Le Sun
Feiyang Wu
Tianming Zhan
Wei Liu
Jin Wang
Byeungwoo Jeon
Published in:
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2020)
Keyphrases
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hyperspectral images
decomposition method
low rank
tensor decomposition
high order
rank minimization
trace norm
low rank matrix
decomposition algorithm
hyperspectral
matrix factorization
low rank matrices
tensor factorization
hyperspectral data
hyperspectral imagery
convex optimization
missing data
linear combination
remote sensing
singular value decomposition
matrix completion
regularized regression
multispectral
kernel matrix
high dimensional data
image denoising
higher order
semi supervised
denoising
singular values
high dimensional
recommender systems
image restoration
dimensionality reduction
natural images
pairwise
collaborative filtering
target detection
principal component analysis
multispectral images
spatial resolution
infrared
sparse representation
feature extraction