Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations.
Alessio MascoliniDario CardamoneFrancesco PonzioSanta Di CataldoElisa FicarraPublished in: BMC Bioinform. (2022)
Keyphrases
- object recognition
- image data
- three dimensional
- image annotation
- image understanding
- online learning
- input image
- image registration
- ground truth
- learning process
- learning algorithm
- prior knowledge
- image retrieval
- labeled images
- active learning
- linear predictors
- discriminative learning
- reinforcement learning
- semantic annotation
- image regions
- segmentation method
- visual features
- generative model
- image classification
- supervised learning
- image analysis
- image features