Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset.
Thierry BouwmansAndrews SobralSajid JavedSoon Ki JungEl-Hadi ZahzahPublished in: CoRR (2015)
Keyphrases
- comparative evaluation
- low rank
- matrix completion
- low rank matrix
- background foreground
- singular value decomposition
- data matrix
- singular values
- matrix decomposition
- low rank approximation
- convex optimization
- matrix factorization
- linear combination
- missing data
- tensor decomposition
- low rank matrices
- low rank and sparse
- semi supervised
- affinity matrix
- high dimensional data
- binary matrix
- high order
- least squares
- collaborative filtering
- data analysis
- high dimensional
- pairwise