Machine learning approach for segmenting glands in colon histology images using local intensity and texture features.
Rupali KhatunSoumick ChatterjeePublished in: CoRR (2019)
Keyphrases
- texture features
- gabor filters
- image features
- texture information
- color features
- machine learning
- texture characterization
- texture analysis
- texture feature extraction
- gabor filtering
- texture patterns
- image texture
- image database
- textural information
- texture classification
- gray level
- texture images
- textured images
- input image
- geometrical features
- texture descriptors
- texture description
- color and texture features
- pixel intensities
- image segmentation
- object recognition
- shape features
- gabor filter bank
- distance measure
- wavelet features
- image analysis
- texture features are extracted
- rotation invariant
- segmentation method
- computer vision
- gabor wavelets
- local binary pattern
- filter responses
- natural textures
- spatial information
- wavelet decomposition
- feature vectors
- feature selection
- decision trees
- markov random field
- learning algorithm
- feature extraction
- similarity measure
- multiscale
- image retrieval
- fractal dimension
- texture segmentation