On the Use of Singular Value Decomposition as a Clutter Filter for Ultrasound Flow Imaging.
Kai RiemerMarcelo LerendeguiMatthieu ToulemondeJiaqi ZhuChristopher DunsbyPeter D. WeinbergMeng-Xing TangPublished in: CoRR (2023)
Keyphrases
- singular value decomposition
- ultrasound imaging
- singular values
- least squares
- dimension reduction
- ultrasound images
- low rank
- latent semantic indexing
- dimensionality reduction
- principal component analysis
- image processing
- reconstruction error
- imaging systems
- high resolution
- null space
- computer vision
- machine learning
- factorization method
- measurement matrix
- singular vectors