PodNet: Ensemble-based Classification of Podocytopathy on Kidney Glomerular Images.
George Oliveira BarrosDavid Campos WanderleyLuciano Oliveira RebouçasWashington L. C. dos-SantosAngelo Amâncio DuarteFlavio de Barros VidalPublished in: VISIGRAPP (5: VISAPP) (2022)
Keyphrases
- image classification
- multiple classifiers
- image database
- image features
- three dimensional
- test images
- input image
- image retrieval
- ground truth
- image registration
- image analysis
- classification accuracy
- machine learning
- image data
- training set
- support vector machine
- ensemble classifier
- gabor filters
- image collections
- extracted features
- text classification
- decision trees
- edge detection
- feature vectors
- neural network
- individual classifiers
- majority voting
- classifier ensemble
- ensemble learning
- high resolution computed tomography
- classification models
- ensemble methods
- feature selection
- classification algorithm
- segmentation method
- segmentation algorithm
- support vector machine svm
- feature points
- feature extraction