A Gabor filter-based classification for diffuse lung opacities in thin-section computed tomography images.
Yoshihiro MitaniH. HirayamaH. YasudaS. KidoYoshihiko HamamotoKazuhiro UedaNaofumi MatsunagaPublished in: KES (2000)
Keyphrases
- computed tomography images
- automatic segmentation
- feature vectors
- feature extraction
- lung disease
- feature space
- pattern recognition
- classification scheme
- classification method
- image classification
- machine learning
- decision trees
- wavelet features
- text classification
- classification accuracy
- classification models
- classification algorithm
- support vector machine
- automatic classification
- high resolution computed tomography
- gabor filtering
- class labels
- feature set
- training set
- preprocessing
- support vector
- feature selection