Semi-supervised variational autoencoder for cell feature extraction in multiplexed immunofluorescence images.
Piumi SandarenuJulia ChenIveta SlapetovaLois BrownePeter H. GrahamAlexander SwarbrickEwan K. A. MillarYang SongErik MeijeringPublished in: CoRR (2024)
Keyphrases
- feature extraction
- semi supervised
- image database
- three dimensional
- image data
- input image
- image collections
- test images
- image analysis
- image classification
- ground truth
- extracted features
- image retrieval
- image segmentation
- feature representation
- semi supervised learning
- object recognition
- image features
- cell segmentation
- principal component analysis
- preprocessing stage
- microscopy images
- gabor filters
- image regions
- edge detection
- image registration
- feature points
- pairwise
- image set
- multi view
- manifold learning
- level set
- multiscale
- learning algorithm
- d objects
- microscope images
- microscopic images
- feature extractors