The performance improvement of automatic classification among obstructive lung diseases on the basis of the features of shape analysis, in addition to texture analysis at HRCT.
Youngjoo LeeNamkug KimJoon Beom SeoJune-Goo LeeSuk-Ho KangPublished in: Medical Imaging: Image Processing (2007)
Keyphrases
- texture analysis
- shape analysis
- automatic classification
- feature extraction
- gabor filters
- brodatz textures
- co occurrence
- texture classification
- image analysis
- textural features
- texture characterization
- rotation invariant
- shape representation
- gabor filtering
- shape descriptors
- texture discrimination
- multiresolution
- image analysis and pattern recognition
- texture features
- gray level
- fourier descriptors
- feature vectors
- local binary pattern
- texture images
- medical imaging
- image texture
- image features
- shape space
- automatic detection
- spatial information
- pattern recognition
- computer vision
- multiscale
- high resolution computed tomography