Feasibility of Haralick's Texture Features for the Classification of Chromogenic In-situ Hybridization Images.
Stoyan PavlovGalina MomchevaPavlina BurlakovaSimeon AtanasovDimo StoyanovMartin IvanovAnton TonchevPublished in: CoRR (2021)
Keyphrases
- texture features
- texture feature extraction
- gabor filtering
- image features
- gabor filters
- texture analysis
- texture information
- wavelet features
- feature vectors
- gray level co occurrence matrix
- texture features are extracted
- color and texture features
- color features
- textural features
- image classification
- texture classification
- feature extraction
- texture characterization
- textured images
- texture images
- feature set
- textural information
- texture patterns
- local binary pattern
- image retrieval
- gabor wavelets
- shape features
- texture description
- gray level
- fractal dimension
- rotation invariant
- image database
- gabor filter bank
- input image
- texture descriptors
- image analysis
- multiresolution
- feature selection
- texture discrimination
- bank of gabor filters
- classification accuracy
- global image features
- distance measure
- object recognition
- natural textures
- color texture
- image collections
- training set
- geometrical features
- co occurrence
- visual features