Defect detection in pattern texture analysis using improved support vector machine.
I. ManimozhiS. JanakiramanPublished in: Clust. Comput. (2019)
Keyphrases
- texture analysis
- defect detection
- feature extraction
- support vector machine
- texture classification
- multiresolution
- texture discrimination
- texture images
- image analysis
- gray level
- texture features
- rotation invariant
- co occurrence
- texture segmentation
- fractal dimension
- texture description
- gabor filters
- feature vectors
- local binary pattern
- texture patterns
- texture characterization
- texture descriptors
- feature selection
- fractal analysis
- support vector
- natural textures
- image texture
- training data
- gabor filtering
- neural network
- data sets
- textural features