Can I read Unsupervised Deep Learning for Image Registration on EtoBox?

Unsupervised Deep Learning for Image Registration by Salma Salem is a document available to read on EtoBox.

What is Unsupervised Deep Learning for Image Registration about?

The document presents the Deep Learning Image Registration (DLIR) framework, which enables unsupervised affine and deformable image registration using convolutional neural networks (ConvNets). This framework circumvents the need for predefined example registrations by training ConvNets based on image similarity, allowing for efficient one-shot registration of unseen image pairs. The DLIR framework demonstrates performance comparable to traditional methods while significantly increasing speed, particularly i

Author

Salma Salem

Language

EN