Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT).
Youngjoo LeeJoon Beom SeoJune-Goo LeeSong Soo KimNamkug KimSuk-Ho KangPublished in: Comput. Methods Programs Biomed. (2009)
Keyphrases
- texture analysis
- computerized tomography
- multislice
- high resolution
- high resolution computed tomography
- lung nodules
- image analysis
- texture classification
- multiresolution
- ct images
- gray level
- texture discrimination
- texture features
- low resolution
- cross section
- computer aided diagnosis
- decision trees
- feature extraction
- training data
- local binary pattern
- support vector
- image processing
- co occurrence
- gabor filters
- super resolution
- high frequency
- remote sensing
- naive bayes
- lung cancer
- feature selection
- computer tomography
- magnetic resonance images
- computed tomography
- positron emission tomography
- feature set
- brodatz textures
- medical images
- high quality
- ct scans
- three dimensional