Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets.
Jiaxin YuFlorian WellmannSimon VirgoMarven von DomarusMingze JiangJoyce SchmatzBastian LeibePublished in: Comput. Geosci. (2023)
Keyphrases
- data sets
- machine learning
- machine learning methods
- statistical methods
- image segmentation
- pattern recognition
- real world data sets
- feature selection
- gold standard
- significant improvement
- benchmark datasets
- machine learning algorithms
- empirical studies
- natural language processing
- machine learning approaches
- training process
- evaluation methods
- synthetic and real world data sets
- information extraction
- high dimensional data
- support vector machine
- training set
- support vector
- artificial intelligence
- learning algorithm
- data mining
- neural network