Usefulness of texture features for segmentation of lungs with severe diffuse interstitial lung disease.
Jiahui WangFeng LiQiang LiPublished in: Medical Imaging: Computer-Aided Diagnosis (2010)
Keyphrases
- texture features
- ground glass opacity
- lung disease
- texture feature extraction
- textured images
- color features
- ct images
- gabor filters
- mixture of gaussian distributions
- texture classification
- texture analysis
- texture images
- texture features are extracted
- texture segmentation
- local binary pattern
- image features
- gabor wavelets
- feature vectors
- gabor filtering
- rotation invariant
- lung cancer
- textural information
- bank of gabor filters
- feature extraction
- texture descriptors
- shape features
- image segmentation
- distance measure
- unsupervised segmentation
- gray level
- color and texture features
- texture patterns
- geometrical features
- texture information
- textural features
- segmentation algorithm
- gabor filter bank
- multiscale
- ct scans
- gray level co occurrence matrix
- feature set
- pulmonary nodules
- computed tomography
- medical images
- natural textures
- segmentation method