Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images based on Annotation-free Training Samples.
Xin DingQiong ZhangWilliam J. WelchPublished in: CoRR (2020)
Keyphrases
- training samples
- microscopic images
- training set
- feature space
- decision boundary
- supervised learning
- learning algorithm
- microscopy images
- test sample
- hyperplane
- training data
- microscope images
- number of training samples
- high dimensional
- decision function
- classification accuracy
- representative samples
- active learning
- face images
- computer vision
- positive training examples
- model selection
- support vector
- machine learning
- data sets