Efficient automated method for image-based classification of microbial cells.
Pekka RuusuvuoriJenni SeppäläTimo ErkkiläAntti LehmussolaJaakko A. PuhakkaOlli Yli-HarjaPublished in: ICPR (2008)
Keyphrases
- classification method
- machine learning methods
- accuracy rate
- classification accuracy
- classification algorithm
- preprocessing
- support vector machine svm
- computationally efficient
- benchmark data sets
- objective function
- pattern recognition
- pattern classification
- model selection
- fully automatic
- decision rules
- accurate classification
- data sets
- support vector machine
- feature selection
- cross validation
- machine learning algorithms
- feature set
- high accuracy
- high precision
- cost function
- pairwise
- similarity measure
- training phase
- classification process
- image sequences