XNet architecture: X-Ray image segmentation

Medical image processing is an important application in Computer Vision,requires segmentation of images into body parts. Joseph Bullock and his partners in Durham University proposed a neuron network called XNet which is suitable for this task. Only trained on a small dataset,XNet still surpassed classical methods to achieve state-of-the art result.In this article,I'll cover main points of the paper.

Related work

Before exploring content of this paper, we need to go through some groundworks whic...