Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts.
Constantin PapeAlex MatskevychAdrian WolnyJulian HenniesGiulia MizzonMarion LouveauxJacob MusserAlexis MaizelDetlev ArendtAnna KreshukPublished in: Frontiers Comput. Sci. (2019)
Keyphrases
- domain knowledge
- image segmentation
- image analysis
- image processing
- boundary detection
- method for image segmentation
- prior knowledge
- markov random field
- unsupervised image segmentation
- probabilistic inference
- message passing
- high throughput
- segmentation method
- domain experts
- graphical models
- genetic algorithm
- high resolution
- multiscale
- computer vision
- learning algorithm