From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance Segmentation.
Michael YeungTodd WattsGuang YangPublished in: MIUA (2022)
Keyphrases
- segmentation algorithm
- times faster
- computational complexity
- detection algorithm
- learning algorithm
- cost function
- preprocessing
- np hard
- computational cost
- optimization algorithm
- medical images
- simulated annealing
- experimental evaluation
- significant improvement
- optimal solution
- dynamic programming
- random walker
- image segmentation
- expectation maximization
- high accuracy
- worst case
- neural network
- k means
- search space
- search algorithm
- level set
- probabilistic model
- objective function
- multiscale
- test images
- motion segmentation
- recognition algorithm