Higher Order Statistical Analysis for Thyroid Texture Classification and Segmentation in 2D ultrasound Images.
Naghmeh MahmoodianPrabal PoudelAlfredo IllanesMichael FriebePublished in: EMBC (2019)
Keyphrases
- texture classification
- image analysis
- higher order
- brodatz textures
- correct classification rate
- statistical analysis
- segmentation algorithm
- fractal analysis
- texture analysis
- segmentation method
- texture description
- edge detection
- texture features
- image database
- natural textures
- unsupervised segmentation
- image descriptors
- image regions
- input image
- local binary pattern
- multiscale
- three dimensional
- image texture
- texture images
- fractal dimension
- ultrasound images
- pixel wise
- textured images
- machine learning
- color features
- rotation invariant
- natural images
- image features
- texture information
- multiple scales
- filter responses
- gabor filters
- object recognition
- texture descriptors
- multi band
- background subtraction
- markov random field