Classification of Multiple H&E Images via an Ensemble Computational Scheme.
Leonardo Henrique Da Costa LongoGuilherme Freire RobertoThaína A. A. TostaPaulo Rogério de FariaAdriano M. LoyolaSérgio V. CardosoAdriano Barbosa-SilvaMarcelo Zanchetta do NascimentoLeandro Alves NevesPublished in: Entropy (2024)
Keyphrases
- image classification
- multiple classifiers
- input image
- image database
- image data
- classification scheme
- pattern recognition
- three dimensional
- image analysis
- ground truth
- classification accuracy
- decision trees
- image retrieval
- neural network
- classification models
- multiple objects
- image collections
- support vector machine
- object recognition
- image features
- image set
- ensemble learning
- classifier ensemble
- image matching
- classification algorithm
- test images
- extracted features
- image regions
- majority voting
- image registration
- feature vectors
- skin lesion
- training data
- feature extraction
- ensemble classifier
- thematic mapper
- segmentation method
- class labels
- benchmark datasets
- support vector machine svm
- training set
- multiscale
- feature selection