Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge.
Frauke WilmChristian MarzahlKatharina BreiningerMarc AubrevillePublished in: MIDOG/MOOD/Learn2Reg@MICCAI (2021)
Keyphrases
- domain specific
- detection algorithm
- experimental evaluation
- machine learning
- cost function
- preprocessing
- theoretical analysis
- np hard
- significant improvement
- k means
- times faster
- search space
- recognition algorithm
- selection algorithm
- learning algorithm
- convergence rate
- domain independent
- matching algorithm
- clustering method
- optimization algorithm
- high accuracy
- particle swarm optimization
- simulated annealing
- data sets
- probabilistic model
- computational cost
- objective function
- expectation maximization
- computationally efficient
- segmentation algorithm
- motion estimation
- tree structure
- dynamic programming
- evolutionary algorithm
- computational complexity
- image segmentation
- improved algorithm