A low-rank tensor reconstruction and denoising method for enhancing CNN performance.
Rohin HarikumarSusan E. MinkoffYifei LouPublished in: SSIAI (2024)
Keyphrases
- low rank
- denoising methods
- trace norm
- high order
- denoising
- tensor decomposition
- image denoising
- nonlocal means
- noisy images
- linear combination
- singular value decomposition
- missing data
- matrix factorization
- matrix completion
- convex optimization
- semi supervised
- higher order
- low rank matrix
- reconstruction error
- high dimensional data
- image reconstruction
- high resolution
- denoising algorithm
- noise reduction
- pairwise
- natural images
- image processing
- diffusion tensor
- wavelet packet
- reconstructed image
- noise level
- collaborative filtering
- total variation
- computer vision
- markov random field