A Modified Singular Value Decomposition (MSVD) Approach for the Enhancement of CCTV Low-Quality Images.
Shahzada FahadSami Ur RahmanFakhre AlamMuhammad YousafFaten S. AlamriNaveed AbbasSaeed Ali BahajAmjad Rehman KhanPublished in: IEEE Access (2024)
Keyphrases
- singular value decomposition
- low quality images
- singular values
- least squares
- reconstruction error
- low quality
- low rank
- low resolution
- latent semantic indexing
- dimension reduction
- dimensionality reduction
- super resolution
- principal component analysis
- high resolution
- data matrix
- null space
- data sets
- high dimensional
- image processing
- low rank approximation
- machine learning
- co occurrence
- high quality
- three dimensional
- decision trees
- computer vision
- correlation matrix