Sample-size adaptive self-organization map for color images quantization.
Chao-Huang WangChung-Nan LeeChaur-Heh HsiehPublished in: Pattern Recognit. Lett. (2007)
Keyphrases
- sample size
- color images
- random sampling
- model selection
- upper bound
- covariance matrix
- small sample
- color quantization
- pac learning
- small sample size
- number of training samples
- gray scale
- color space
- statistical hypothesis testing
- experimental design
- worst case
- statistical tests
- confidence intervals
- progressive sampling
- statistical power
- generalization error
- image processing
- sample complexity
- variance reduction
- maximum a posteriori
- small samples
- computational complexity
- data mining
- random sample
- monte carlo
- high dimensional
- hypothesis tests