A Comparison of Texture Features Based on SVM and SOM.
Chih-Ming ChenChien-Chang ChenChaur-Chin ChenPublished in: ICPR (2) (2006)
Keyphrases
- texture features
- feature vectors
- gabor filters
- texture analysis
- texture classification
- support vector
- gabor wavelets
- feature extraction
- support vector machine svm
- texture images
- support vector machine
- shape features
- gray level
- image features
- texture feature extraction
- local binary pattern
- texture information
- distance measure
- rotation invariant
- self organizing maps
- texture patterns
- color features
- feature space
- feature set
- svm classifier
- textured images
- wavelet features
- gaussian mixture model
- training data
- similarity measure
- feature selection
- texture descriptors
- knn
- gabor filtering
- pattern recognition
- face recognition
- bank of gabor filters
- data sets
- mixture of gaussian distributions
- textural features
- face images
- multiresolution
- training set
- computer vision
- machine learning