Semisynthetic Ground Truth for Dirt Particle Counting and Classification Methods.
Nataliya StrokinaAki MankkiTuomas EerolaLasse LensuJari KäyhköHeikki KälviäinenPublished in: MVA (2011)
Keyphrases
- ground truth
- classification systems
- machine learning methods
- classification method
- preprocessing
- benchmark data sets
- significant improvement
- machine learning
- classification scheme
- pattern classification
- machine learning algorithms
- image classification
- decision trees
- computational cost
- model selection
- robust classification
- multiclass classification
- high quality
- training set
- cross validation
- benchmark datasets
- classification accuracy
- multi class
- missing values
- genetic algorithm
- neural network
- ground truth data
- empirical studies
- classification schemes
- neural networks and support vector machines