A comparison of blood vessel features and local binary patterns for colorectal polyp classification.
Sebastian GrossThomas StehleAlexander BehrensRoland AuerTil AachRon WinogradChristian TrautweinJens J. W. TischendorfPublished in: Medical Imaging: Computer-Aided Diagnosis (2009)
Keyphrases
- local binary pattern
- feature extraction
- textural features
- rotational invariant
- feature vectors
- classification accuracy
- blood vessels
- texture classification
- feature set
- texture features
- feature space
- feature descriptors
- preprocessing
- texture analysis
- spatial information
- image classification
- gray level co occurrence matrix
- speeded up robust features
- pattern recognition
- multiscale
- image features
- texture descriptors
- feature selection
- polynomial kernels
- decision trees
- facial expression recognition
- co occurrence
- support vector machine
- face recognition
- machine learning
- binary patterns
- image texture
- histograms of oriented gradients
- unsupervised learning
- texture images
- multiresolution
- three dimensional
- computer vision