Texture analysis of masses malignant in mammograms images using a combined approach of diversity index and local binary patterns distribution.
Simara Vieira da RochaGeraldo Braz JuniorAristófanes Corrêa SilvaAnselmo Cardoso de PaivaMarcelo GattassPublished in: Expert Syst. Appl. (2016)
Keyphrases
- texture analysis
- local binary pattern
- texture classification
- texture characterization
- image texture
- fractal dimension
- image analysis
- gabor filters
- texture discrimination
- texture information
- texture features
- textural features
- texture descriptors
- rotation invariant
- texture segmentation
- multiresolution
- gabor filtering
- feature descriptors
- breast tissue
- illumination invariant
- brodatz textures
- spatial information
- gray level
- texture images
- image features
- feature extraction
- co occurrence
- breast cancer
- input image
- multiscale
- computer aided diagnosis
- multi band
- object recognition
- scale invariant
- image collections
- image database
- rotation invariance
- color features
- moving objects
- face detection
- image matching
- similarity measure
- medical imaging
- neural network