Automatic Cell Detection in Bright-Field Microscope Images Using SIFT, Random Forests, and Hierarchical Clustering.
Firas MuallaSimon SchöllBjörn SommerfeldtAndreas K. MaierJoachim HorneggerPublished in: IEEE Trans. Medical Imaging (2013)
Keyphrases
- hierarchical clustering
- random forests
- microscope images
- random forest
- scale invariant
- decision trees
- machine learning algorithms
- logistic regression
- clustering method
- clustering algorithm
- cross sections
- ensemble methods
- keypoints
- fully automatic
- object recognition
- multiscale
- higher order
- k means
- image retrieval
- quantitative analysis
- data analysis