Feature extraction for universal hypothesis testing via rank-constrained optimization.
Dayu HuangSean P. MeynPublished in: ISIT (2010)
Keyphrases
- constrained optimization
- hypothesis testing
- feature extraction
- likelihood ratio
- constrained optimization problems
- constraint handling
- unconstrained optimization
- feature vectors
- objective function
- hypothesis test
- image processing
- statistical tests
- robust statistical
- test statistic
- penalty function
- likelihood ratio test
- feature selection
- lagrange multipliers
- principal component analysis
- feature space
- feature set
- null hypothesis
- evolutionary algorithm
- penalty functions
- image denoising
- probabilistic model
- dynamic programming
- interval analysis
- genetic algorithm