Label-efficient Contrastive Learning-based model for nuclei detection and classification in 3D Cardiovascular Immunofluorescent Images.
Nazanin MoradinasabRebecca A. DeatonLaura S. ShankmanGary K. OwensDonald E. BrownPublished in: CoRR (2023)
Keyphrases
- image classification
- classification models
- unsupervised learning
- learning phase
- learning algorithm
- prior knowledge
- active learning
- probabilistic model
- feature selection
- training set
- object recognition
- discriminative learning
- image features
- similarity measure
- supervised learning
- three dimensional
- classification method
- active learning framework
- microscopic images
- bounding box
- machine learning
- classification algorithm
- class labels
- visual features
- image database
- input image
- image data
- support vector
- feature extraction