Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images.
Heming YaoPhil HanslovskyJan-Christian HuetterBurkhard HoeckendorfDavid RichmondPublished in: CoRR (2024)
Keyphrases
- weakly supervised
- small number
- weakly labeled
- object recognition
- image classification
- superpixels
- image set
- learning algorithm
- object detectors
- input image
- test images
- image features
- topic models
- object class
- multiple images
- viewpoint
- named entities
- spatial information
- image database
- object detection
- semi supervised
- segmentation algorithm
- unsupervised learning
- graph cuts
- machine learning
- feature set
- domain specific
- partial occlusion
- image retrieval
- ground truth
- image processing