Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images Based on Annotation-Free Training Samples.
Xin DingQiong ZhangWilliam J. WelchPublished in: CICAI (2021)
Keyphrases
- training samples
- microscopic images
- feature space
- supervised learning
- training set
- decision boundary
- microscope images
- hyperplane
- microscopy images
- training data
- number of training samples
- high dimensional
- representative samples
- learning algorithm
- test sample
- active learning
- face images
- decision function
- support vector
- model selection
- linear combination
- text classification
- principal component analysis
- multi class
- knn
- classification accuracy
- feature vectors