Optimization of Image Embeddings for Few Shot Learning.
Arvind SrinivasanAprameya BharadwajManasa SathyanS. NatarajanPublished in: ICPRAM (2021)
Keyphrases
- learning process
- single image
- image data
- image retrieval
- learning algorithm
- image content
- online learning
- image features
- image representation
- image analysis
- reinforcement learning
- prior knowledge
- low level
- similarity measure
- input image
- supervised learning
- image processing
- high resolution
- image pixels
- template matching
- image classification
- linear predictors
- spatial information
- test images
- learning tasks
- image collections
- manifold learning
- image regions
- visual features
- feature points
- dimensionality reduction
- active learning
- feature vectors
- feature space
- multimedia
- computer vision