Surface Defects Detection Using Non-convex Total Variation Regularized RPCA With Kernelization.
Junpu WangGuili XuChunlei LiZhengsheng WangFuju YanPublished in: IEEE Trans. Instrum. Meas. (2021)
Keyphrases
- total variation
- convex optimization
- minimization problems
- image restoration
- regularization methods
- augmented lagrangian
- denoising
- split bregman method
- image denoising
- operator splitting
- half quadratic
- alternating direction method of multipliers
- low rank
- blind deconvolution
- color image restoration
- surface defects
- regularization term
- norm minimization
- dual formulation
- image processing
- multiplicative noise removal
- regularization method
- image deblurring
- machine vision
- least squares
- mumford shah
- multiscale
- total variation regularization
- nuclear norm
- printed circuit boards
- total least squares
- machine learning
- objective function
- three dimensional
- computer vision