Singular Value Decomposition and its Applications in Image Processing.
Zihan ChenPublished in: ICoMS (2018)
Keyphrases
- singular value decomposition
- image processing
- singular values
- dimensionality reduction
- reconstruction error
- dimension reduction
- least squares
- latent semantic indexing
- signal processing
- low rank
- principal component analysis
- image restoration
- feature extraction
- computer vision
- pattern recognition
- latent semantic analysis
- data matrix
- singular vectors
- image segmentation
- low rank approximation
- null space
- hough transform
- data sets
- neural network