An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images.
Guilherme Freire RobertoLeandro Alves NevesAlessandra LuminiAlessandro Santana MartinsMarcelo Zanchetta do NascimentoPublished in: Pattern Anal. Appl. (2024)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- feature space
- feature selection
- fractal dimensions
- pattern recognition
- image features
- feature subset
- fractal dimension
- fractal geometry
- training set
- ensemble classifier
- histological images
- keypoints
- shape descriptors
- random forest
- machine learning