Fabric Defect Detection and Classification Using Gabor Filters and Gaussian Mixture Model.
Yu ZhangZhaoyang LuJing LiPublished in: ACCV (2) (2009)
Keyphrases
- gaussian mixture model
- feature vectors
- gabor filters
- log gabor
- gabor filtering
- texture features
- feature extraction
- feature space
- texture analysis
- extracted features
- mixture model
- em algorithm
- classification accuracy
- image features
- gabor features
- probability density function
- gaussian distribution
- feature selection
- expectation maximization
- text classification
- pattern recognition
- similarity measure
- maximum likelihood
- image classification
- color features
- gabor wavelets
- decision trees
- bank of gabor filters
- face detection
- supervised learning
- training set
- machine learning
- maximum likelihood criterion