Deep learning has been successfully introduced for 2D-image denoising, but it is still unsatisfactory for hyperspectral image (HSI) denoising due to the unacceptable computational complexity of the ...

dc.subject.keywords: Linear Algebra dc.subject.keywords: Matrices dc.subject.keywords: Linear Equations dc.subject.keywords: Isometrics dc.title: Introduction To Matrices And Linear Transformations, ...

Recent theory of mapping an image into a structured low-rank Toeplitz or Hankel matrix has become an effective method to restore images. In this paper, we introduce a generalized structured low-rank ...