Low rank matrix recovery via augmented lagrange multiplier with nonconvex minimization.
Jieun LeeYoonsik ChoePublished in: IVMSP (2016)
Keyphrases
- lagrange multipliers
- low rank matrix recovery
- objective function
- low rank
- low rank and sparse
- robust face recognition
- kernel matrix
- object detection
- constrained optimization
- convex optimization
- linear program
- sparse representation
- low rank matrix
- cost function
- singular value decomposition
- rate distortion
- penalty function
- optimal solution
- norm minimization
- linear programming
- robust principal component analysis
- missing data
- signal recovery
- support vector regression
- linear combination
- high dimensional data
- data sets
- matrix factorization
- multiscale
- face recognition
- machine learning