MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies.
Ye XuMilan SonkaGeoffrey McLennanJunfeng GuoEric A. HoffmanPublished in: IEEE Trans. Medical Imaging (2006)
Keyphrases
- texture classification
- texture features
- texture analysis
- ct scans
- lung disease
- image analysis
- local binary pattern
- texture images
- correct classification rate
- rotation invariant
- computed tomography
- feature extraction
- ct data
- high resolution computed tomography
- texture description
- ct images
- brodatz textures
- fractal analysis
- region of interest
- lung cancer
- image textures
- machine learning
- gabor filters
- image segmentation
- face recognition
- multiscale
- image texture
- filter responses
- multiresolution
- texture descriptors
- distance measure
- x ray