An integrated algorithm of incremental and robust PCA.
Yongmin LiLi-Qun XuJason MorphettRichard JacobsPublished in: ICIP (1) (2003)
Keyphrases
- single pass
- computationally efficient
- dynamic programming
- experimental evaluation
- parameter tuning
- computational cost
- incremental version
- computational complexity
- times faster
- detection algorithm
- optimization algorithm
- expectation maximization
- principal components
- covariance matrix
- matching algorithm
- learning algorithm
- high accuracy
- cost function
- significant improvement
- preprocessing
- optimal solution
- linear programming
- simulated annealing
- np hard
- search space
- incremental learning
- feature space
- negative matrix factorization
- incremental algorithms
- method for face recognition