Multi-Resolution Texture Analysis of Mammograms Using Nearest Neighbor Classification Techniques.
B. N. PrathibhaV. SadasivamPublished in: Int. J. Inf. Acquis. (2010)
Keyphrases
- texture analysis
- multiresolution
- nearest neighbor
- texture classification
- texture segmentation
- rotation invariant
- knn
- texture images
- texture discrimination
- wavelet transform
- fractal dimension
- subband
- gabor filters
- breast cancer
- texture description
- fractal analysis
- clustered microcalcifications
- nearest neighbor search
- local binary pattern
- image analysis and computer vision
- image texture
- training set
- high dimensional
- data points
- computer aided diagnosis
- texture descriptors
- textural features
- wavelet decomposition
- texture characterization
- brodatz textures
- texture patterns
- breast tissue
- wavelet coefficients
- co occurrence
- hierarchical representation
- wavelet domain
- feature selection