Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia.
Adrien DepeursingePedram PadAnne S. ChinAnn N. LeungDaniel L. RubinHenning MüllerMichael UnserPublished in: ISBI (2015)
Keyphrases
- texture analysis
- multiresolution
- feature extraction
- image analysis
- texture discrimination
- gabor filtering
- fractal analysis
- brodatz textures
- texture classification
- pattern recognition
- gray level
- textural features
- fractal dimension
- texture images
- lung disease
- rotation invariant
- tissue classification
- classification accuracy
- texture features
- gabor filters
- texture segmentation
- texture description
- image analysis and computer vision
- co occurrence
- high resolution computed tomography
- texture characterization
- natural textures
- machine learning
- lung cancer
- texture descriptors
- local binary pattern
- ct images
- image compression
- feature vectors
- feature space
- support vector
- decision trees
- feature selection
- image texture
- wavelet decomposition
- feature set