Qualitative Classification of Proximal Femoral Bone Using Geometric Features and Texture Analysis in Collected MRI Images for Bone Density Evaluation.
Mojtaba NajafiTohid Yousefi RezaiiSebelan DanishvarSeyed Naser RazaviPublished in: Sensors (2023)
Keyphrases
- texture analysis
- geometric features
- mri images
- texture discrimination
- feature extraction
- texture classification
- brodatz textures
- multiresolution
- texture segmentation
- gray level
- support vector
- image analysis
- texture features
- texture images
- local binary pattern
- pattern recognition
- gabor filters
- feature vectors
- magnetic resonance imaging
- shape features
- co occurrence
- magnetic resonance images
- medical images
- shape descriptors
- training set
- three dimensional
- mri data
- multiscale
- feature space
- data sets