Anatomical multiatlas segmentation using local texture statistical properties for matching descriptor with machine learning.
Ali Ould KraddaAbdelghani GhomariAbdennacer Ben HmedStéphane BinczakPublished in: Int. J. Imaging Syst. Technol. (2021)
Keyphrases
- machine learning
- appearance descriptors
- medical images
- keypoints
- texture segmentation
- partial matching
- statistical methods
- feature descriptors
- textured regions
- statistical shape
- texture descriptors
- image segmentation
- intermediate level vision
- boundary information
- image segmentations
- brain mri
- computer vision
- level set
- segmentation algorithm
- three dimensional
- multiscale
- image regions
- texture images
- textured images
- object recognition
- anatomical structures
- shape matching
- feature extraction
- segmentation method
- image matching
- bag of features
- background subtraction
- texture features
- texture feature extraction
- feature selection
- shape properties
- brain atlas
- medical imaging
- color images
- feature points
- shape context
- hypothesis testing
- texture information
- color features
- affine invariant
- texture classification
- local binary pattern
- region growing
- texture analysis