An efficient texture classification algorithm using integrated Discrete Wavelet Transform and local binary pattern features.
K. Gopala KrishnanP. T. VanathiPublished in: Cogn. Syst. Res. (2018)
Keyphrases
- classification algorithm
- discrete wavelet transform
- local binary pattern
- texture features
- texture classification
- feature vectors
- feature extraction
- texture analysis
- textural features
- texture information
- gabor filters
- subband
- image features
- feature descriptors
- support vector machine
- multiresolution
- texture descriptors
- spatial information
- gray level co occurrence matrix
- wavelet domain
- k nearest neighbor
- knn
- high frequency
- class labels
- texture images
- feature set
- multiscale
- wavelet coefficients
- training set
- rotation invariant
- face recognition
- feature space
- co occurrence
- text categorization
- palmprint
- machine learning
- neural network
- gray level
- low frequency
- wavelet transform
- image analysis