HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests.
V. B. Surya PrasathYasmin M. KassimZakariya A. OraibiJean-Baptiste GuiriecAdel HafianeGuna SeetharamanKannappan PalaniappanPublished in: ICPR (2016)
Keyphrases
- random forests
- decision trees
- spatial features
- machine learning algorithms
- random forest
- texture patterns
- logistic regression
- image classification
- spatial information
- feature extraction
- image analysis
- image segmentation
- ensemble methods
- texture features
- class labels
- feature set
- text classification
- naive bayes
- pattern recognition
- machine learning methods
- feature selection
- learning algorithm
- single image
- feature space
- support vector
- image data
- data points
- classification accuracy
- training set
- spatial objects
- computer vision