Diagnosis of disc bulge and disc desiccation in lumbar MRI using concatenated shape and texture features with random forest classifier.
Shirly SundarsinghRamesh KesavanPublished in: Int. J. Imaging Syst. Technol. (2020)
Keyphrases
- texture features
- shape features
- feature vectors
- texture information
- texture classification
- gabor filters
- texture analysis
- color features
- geometrical features
- gabor wavelets
- texture images
- gray level
- image features
- local binary pattern
- feature extraction
- rotation invariant
- gabor filtering
- distance measure
- medical images
- texture feature extraction
- magnetic resonance imaging
- shape descriptors
- mixture of gaussian distributions
- textured images
- textural information
- shape analysis
- object recognition
- multiscale
- texture patterns
- shape matching
- feature set
- high resolution
- texture segmentation
- similarity measure
- textural features
- image processing
- x ray
- shape model
- texture features are extracted