An efficient approach for defect detection in pattern texture analysis using an improved support vector machine.
I. ManimozhiS. JanakiramanPublished in: Int. J. Bus. Intell. Data Min. (2021)
Keyphrases
- texture analysis
- defect detection
- support vector machine
- feature extraction
- texture classification
- texture patterns
- rotation invariant
- texture segmentation
- texture discrimination
- feature vectors
- multiresolution
- gray level
- fractal dimension
- texture images
- texture features
- image analysis
- gabor filters
- local binary pattern
- texture description
- co occurrence
- feature selection
- image analysis and computer vision
- gabor filtering
- image texture
- training data
- texture characterization
- neural network
- texture descriptors
- feature space
- pattern recognition
- image processing
- natural textures
- texture information
- image retrieval
- support vector
- machine learning