Novel LBP based texture descriptor for rotation, illumination and scale invariance for image texture analysis and classification using multi-kernel SVM.
Sachinkumar VeerashettyNagaraj B. PatilPublished in: Multim. Tools Appl. (2020)
Keyphrases
- rotation invariant
- texture analysis
- scale invariance
- texture descriptors
- rotation invariance
- local binary pattern
- image analysis
- feature vectors
- texture classification
- texture features
- feature extraction
- image features
- scale invariant
- support vector
- image classification
- texture images
- support vector machine
- multiresolution
- gabor filters
- co occurrence
- multiscale
- fractal dimension
- zernike moments
- gray level
- input image
- gabor wavelets
- feature descriptors
- feature space
- pattern recognition
- classification accuracy
- image content
- spatial information
- training set
- machine learning
- feature selection
- image retrieval
- similarity measure
- invariant features
- probability density function
- image matching
- face recognition
- edge detection
- texture information
- image processing
- computer vision