Unsupervised representation learning by discovering reliable image relations.
Timo MilbichOmair GhoriFerran DiegoBjörn OmmerPublished in: Pattern Recognit. (2020)
Keyphrases
- spatial relations
- image representation
- input image
- supervised learning
- learning process
- test images
- learning algorithm
- image content
- low level
- image features
- image description
- unsupervised manner
- unsupervised learning
- image segmentation
- image pixels
- segmentation method
- single image
- multiscale
- image data
- unlabeled images
- high resolution
- image analysis
- feature hierarchies
- automatically discovering
- template matching
- region of interest
- natural images
- image classification
- active learning
- feature vectors
- reinforcement learning