A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues.
Amirreza MahbodGerald SchaeferIsabella EllingerRupert EckerÖrjan SmedbyChunliang WangPublished in: ECDP (2019)
Keyphrases
- segmentation algorithm
- recognition algorithm
- dynamic programming
- segmentation method
- computational complexity
- similarity measure
- cost function
- preprocessing
- microscopy images
- medical images
- worst case
- cell nuclei
- optimal solution
- objective function
- multiscale
- energy function
- final result
- matching algorithm
- automatic segmentation
- image segmentation
- microscopic images
- detection algorithm
- np hard
- image analysis
- learning algorithm
- expectation maximization
- simulated annealing
- edge detection
- quantitative evaluation
- search space
- video sequences