Texture Bias Of CNNs Limits Few-Shot Classification Performance.
Sam RingerWill WilliamsTom AshRemi FrancisDavid MacLeodPublished in: CoRR (2019)
Keyphrases
- feature extraction
- classification accuracy
- pattern recognition
- classification method
- classification scheme
- support vector
- supervised learning
- pattern classification
- feature selection
- machine learning
- text classification
- automatic classification
- image classification
- texture features
- decision trees
- textural features
- training samples
- benchmark datasets
- support vector machine svm
- model selection
- support vector machine
- training set
- video data
- classification algorithm
- texture analysis
- classification models
- feature vectors
- image retrieval
- cellular neural networks
- texture discrimination
- texture feature extraction