A Two-Stream Network with Image-to-Class Deep Metric for Few-Shot Classification.
Qinghua GuZhengding LuoYuesheng ZhuPublished in: ECAI (2020)
Keyphrases
- image classification
- class specific
- single image
- image segmentation
- image representation
- image features
- multiscale
- image retrieval
- image data
- image content
- input image
- segmentation method
- intra class
- low level
- class labels
- test images
- decision trees
- feature extraction
- pattern recognition
- high resolution
- visual features
- image collections
- classification accuracy
- image analysis
- extracted features
- similarity metric
- prior probabilities
- multi class classification
- preprocessing stage
- data streams
- distance metric
- video data
- feature points
- metric learning
- color histogram
- text classification
- denoising
- support vector machine
- feature vectors
- feature space
- feature selection