Detecting age-related macular degeneration (AMD) biomarker images using MFCC and texture features.
Yiyang WangXufan MaRob WeddellAbum OkemgboDavid ReinAmani A. FawziJacob FurstDaniela RaicuPublished in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
- texture features
- gabor filters
- image features
- texture information
- color features
- gabor filtering
- feature vectors
- texture analysis
- textured images
- texture feature extraction
- texture description
- textural information
- wavelet features
- texture classification
- image classification
- image database
- image texture
- texture patterns
- feature extraction
- image analysis
- texture characterization
- object recognition
- input image
- gray level co occurrence matrix
- gabor filter bank
- geometrical features
- bank of gabor filters
- texture images
- gabor wavelets
- texture features are extracted
- gray level
- feature set
- natural textures
- local binary pattern
- image retrieval
- color and texture features
- rotation invariant
- mixture of gaussian distributions
- texture descriptors
- texture segmentation
- fractal dimension
- visual features
- textural features
- shape features
- gaussian mixture model
- similarity measure