Ilya Bolkisev

Segmentation of biomedical images with joint unsupervised learning

2020 · AIP conference proceedings

The convolutional neural networks with supervised training solve problems of semantic segmentation in a wide area of biomedical applications. However, this approach requires a significant size of the training dataset. Unsupervised learning can provide segmentation …