Truncated Singular Value Decomposition Regularization for Estimating Terrestrial Water Storage Changes Using GPS: A Case Study over Taiwan.
Yen-Ru LaiLei WangMichael BevisHok Sum FokAbdullah AlanaziPublished in: Remote. Sens. (2020)
Keyphrases
- singular value decomposition
- singular values
- least squares
- dimensionality reduction
- low rank
- low rank approximation
- dimension reduction
- latent semantic indexing
- mobile devices
- null space
- principal component analysis
- rank minimization
- data dependent
- minimization problems
- data sets
- missing values
- urban environments
- data points
- data matrix
- pairwise
- image processing