2D/3D image registration using regression learning
A novel rigid or deformable 2D/3D image registration method using regression learning. The method learns a shape space of geometric transformation from the 3D image set. The method uses multi-scale linear regressions on the 2D image intensity residues. Target problem is registration between planning time and treatment time in radiotherapy.
regression 2d/3d registration machine learning igrt radiation therapy