Texture Segmentation Based on Dual Tree Complex Wavelet Transform and Support Vector Machine.
Amal FarressMohamed Nabil SaidiAhmed TamtaouiPublished in: UNet (2016)
Keyphrases
- texture segmentation
- dual tree complex wavelet transform
- support vector machine
- support vector machine classifier
- texture features
- texture analysis
- gabor filters
- multiresolution
- discrete wavelet transform
- feature vectors
- svm classifier
- image segmentation
- dt cwt
- support vector
- gabor wavelets
- texture classification
- active contour model
- feature selection
- wavelet transform
- support vector machine svm
- machine learning
- feature space
- feature extraction
- training data
- similarity measure
- kernel function
- texture descriptors
- computer vision
- texture images
- feature set
- image features
- energy minimization
- high frequency
- gray level
- higher order
- high resolution