Automated defect detection in uniform and structured fabrics using Gabor filters and PCA.
Lucia BissiGiuseppe BaruffaPisana PlacidiElisa RicciAndrea ScorzoniPaolo ValigiPublished in: J. Vis. Commun. Image Represent. (2013)
Keyphrases
- defect detection
- gabor filters
- feature extraction
- gabor features
- principal component analysis
- feature vectors
- texture segmentation
- texture features
- texture analysis
- gabor wavelets
- dimensionality reduction
- face recognition
- feature space
- pattern recognition
- discriminant analysis
- bank of gabor filters
- texture images
- principle component analysis
- frequency domain
- linear discriminant analysis
- rotation invariant
- texture descriptors
- log gabor
- gabor filter bank
- gabor filtering
- computer vision
- texture feature extraction
- face images
- filter responses
- image analysis
- feature selection
- feature set
- image processing
- support vector machine svm
- high dimensional data
- texture classification