5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.CV2017★ 1 cited
Fast Predictive Simple Geodesic Regression
Zhipeng Ding, Greg Fleishman, Xiao Yang +3
Deformable image registration and regression are important tasks in medical image analysis. However, they are computationally expensive, especially when analyzing large-scale datas…
cs.CV2017★ 5 cited
Fast Predictive Multimodal Image Registration
Xiao Yang, Roland Kwitt, Martin Styner +1
We introduce a deep encoder-decoder architecture for image deformation prediction from multimodal images. Specifically, we design an image-patch-based deep network that jointly (i)…
cs.CV2016
Fast Predictive Image Registration
Xiao Yang, Roland Kwitt, Marc Niethammer
We present a method to predict image deformations based on patch-wise image appearance. Specifically, we design a patch-based deep encoder-decoder network which learns the pixel/vo…