Deep Learning, Machine Learning, Neural Networks, Computer Vision, Artificial Intelligence.
of the topology such as the number of connected components or holes. As a result of this, traditional segmentation models such as the U-Net tend to misclassify thin structures. This is because misclassification of a thin layer of pixels has low cost in terms of pixel-wise loss. As an improvement to