Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies.
Jonathan Serrano-PérezRaquel Díaz-HernándezLuis Enrique SucarPublished in: CoRR (2024)
Keyphrases
- pattern recognition
- hierarchical classification
- feature vectors
- support vector
- classification accuracy
- machine learning
- restricted boltzmann machine
- class labels
- multiscale
- image processing
- image classification
- hierarchical structure
- data sets
- feature selection
- classification systems
- automatic classification
- pattern classification
- mathematical morphology
- classification method
- classification algorithm
- support vector machine svm
- text classification
- support vector machine
- decision trees
- classification rules
- input image
- bayesian networks
- training set
- preprocessing