Effect of Gray Value Discretization and Image Filtration on Texture Features of the Pancreas Derived from Magnetic Resonance Imaging at 3T.
Bassam M. AbunahelBeau PontreMaxim S. PetrovPublished in: J. Imaging (2022)
Keyphrases
- gray value
- gray level
- texture features
- magnetic resonance imaging
- image features
- texture analysis
- mri images
- medical images
- color features
- input image
- texture feature extraction
- textured images
- contrast enhancement
- image segmentation
- low contrast
- multiscale
- mixture of gaussian distributions
- co occurrence
- textural features
- feature vectors
- image analysis
- gabor filtering
- texture images
- gabor filters
- local binary pattern
- medical imaging
- image data
- mri data
- computer vision
- image retrieval
- feature extraction
- spatial information
- image quality
- denoising
- similarity measure
- region of interest