Towards an Intelligent Microscope: adaptively learned illumination for optimal sample classification.
Amey ChawareColin L. V. CookeKanghyun KimRoarke HorstmeyerPublished in: CoRR (2019)
Keyphrases
- classification method
- classification systems
- decision trees
- binary decision tree
- classification scheme
- automatic classification
- support vector machine
- classification accuracy
- machine learning
- machine learning methods
- feature extraction
- classification models
- support vector
- cross validated
- supervised learning
- support vector machine svm
- small sample
- learning phase
- classification algorithm
- classification process
- cost sensitive
- varying illumination
- illumination invariant
- feature space
- dynamic programming
- high dimensional
- cross validation
- single image
- training samples
- image classification
- feature vectors
- image analysis