Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods.
Marcin KopaczkaMarco SaggiomoMoritz GüttlerKevin KielholzDorit MerhofPublished in: ICPRAM (Revised Selected Papers) (2018)
Keyphrases
- machine learning methods
- machine learning
- machine learning algorithms
- machine learning approaches
- ensemble methods
- statistical methods
- deep learning
- pattern recognition
- automatic detection
- learned knowledge
- classification accuracy
- learning algorithm
- robust detection
- detection rate
- false positives
- detection algorithm
- detection method
- image classification
- multi class
- bayesian methods
- image features
- feature extraction
- decision trees
- deep belief networks