Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
Danilo Cesar PereiraLeonardo C. LongoThaína A. A. TostaAlessandro Santana MartinsAdriano Barbosa-SilvaGuilherme Botazzo RozendoGuilherme Freire RobertoAlessandra LuminiLeandro Alves NevesMarcelo Zanchetta do NascimentoPublished in: CBMS (2023)
Keyphrases
- feature vectors
- extracted features
- feature set
- image features
- classification accuracy
- feature space
- salient features
- classification method
- image classification
- feature extraction
- extracting features
- discriminative features
- class specific
- feature representation
- original images
- correct classification rate
- classification process
- feature matching
- textural features
- classification models
- gabor filters
- keypoints
- svm classifier
- support vector machine svm
- image data
- visual object recognition
- feature selection
- training set
- support vector
- image matching
- individual features
- multiple classifiers
- image segmentation