CellSegmenter: unsupervised representation learning and instance segmentation of modular images.
Luca D'AlessioMehrtash BabadiPublished in: CoRR (2020)
Keyphrases
- image analysis
- perceptual information
- segmentation method
- image database
- segmentation accuracy
- segmentation algorithm
- image data
- input image
- fully automatic
- microscopic images
- three dimensional
- image features
- segmentation errors
- object recognition
- edge detection
- image regions
- learning algorithm
- test images
- image classification
- accurate segmentation
- feature hierarchies
- unsupervised learning
- multiscale
- supervised learning
- region growing
- pixel level
- grey level
- weakly supervised
- geometric shapes
- ground truth
- unsupervised segmentation
- image processing
- single image
- surface representation
- image retrieval
- image registration
- brain tumors
- object shape
- segmented images
- multiple objects
- level set
- medical imaging