Unsupervised Unstained Cell Detection by SIFT Keypoint Clustering and Self-labeling Algorithm.
Firas MuallaSimon SchöllBjörn SommerfeldtAndreas K. MaierStefan SteidlRainer BuchholzJoachim HorneggerPublished in: MICCAI (3) (2014)
Keyphrases
- k means
- clustering method
- segmentation algorithm
- dynamic programming
- unsupervised learning
- objective function
- optimal solution
- computational complexity
- preprocessing
- data clustering
- learning algorithm
- keypoints
- np hard
- unsupervised manner
- active learning
- similarity measure
- hierarchical clustering
- simulated annealing
- detection algorithm
- worst case
- self organizing maps
- distance metric
- feature detection
- probabilistic model
- clustering ensemble