Effect of Pixel Resolution on Texture Features of Breast Masses in Mammograms.
Rangaraj M. RangayyanThanh M. NguyenFábio J. AyresAsoke K. NandiPublished in: J. Digit. Imaging (2010)
Keyphrases
- texture features
- computer aided diagnosis
- mammogram images
- textural features
- texture features are extracted
- mammographic images
- breast tissue
- breast cancer
- texture analysis
- texture images
- texture classification
- gray level
- digitized mammograms
- texture feature extraction
- feature vectors
- image features
- digital mammograms
- gabor filters
- gabor wavelets
- pectoral muscle
- computer aided
- rotation invariant
- local binary pattern
- distance measure
- texture descriptors
- textured images
- color features
- medical images
- shape features
- texture information
- input image
- feature set
- lung nodules
- early detection of breast cancer
- breast ultrasound
- mixture of gaussian distributions
- gabor filtering
- feature extraction
- texture patterns
- low contrast
- markov random field
- image analysis
- data compression
- medical imaging
- bank of gabor filters
- high resolution
- computer vision