Texture analysis based on Gabor filters improves the estimate of bone fracture risk from DXA images.
Rui-Sheng LuElaine DennisonHayley DenisonCyrus CooperMark TaylorMurk J. BottemaPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2018)
Keyphrases
- gabor filters
- texture analysis
- gabor filtering
- x ray
- fractal dimension
- texture segmentation
- texture characterization
- image analysis
- texture features
- multiresolution
- texture discrimination
- gabor wavelets
- x ray images
- texture classification
- texture descriptors
- feature extraction
- gray level
- log gabor
- rotation invariant
- bank of gabor filters
- texture images
- co occurrence
- local binary pattern
- image texture
- feature vectors
- natural textures
- gabor features
- three dimensional
- input image
- palmprint
- pattern recognition
- image features
- filter responses
- image segmentation
- feature selection