Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning.
Chongzhe TianXiuli LiuShenghua ChengJiaxin BaiLi ChenShaoqun ZengPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- image features
- image database
- original images
- image data
- visual object recognition
- feature representations
- learning algorithm
- prior knowledge
- image analysis
- individual features
- image retrieval
- input image
- learning process
- feature vectors
- image registration
- feature points
- extracting features
- visual appearance
- image processing
- visual concepts
- spatial relationships
- image set
- image matching
- spatial information
- supervised learning
- ground truth
- similarity measure
- image regions
- keypoints
- image collections
- image classification
- gabor filters
- color histogram
- salient features
- edge detection
- photo collections
- low level
- feature space
- reinforcement learning