6 citations · 12 across the 6 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
eess.IV2020★ 3 cited
Deep Low-rank plus Sparse Network for Dynamic MR Imaging
Wenqi Huang, Ziwen Ke, Zhuo-Xu Cui +6
In dynamic magnetic resonance (MR) imaging, low-rank plus sparse (L+S) decomposition, or robust principal component analysis (PCA), has achieved stunning performance. However, the…
cs.CV2020
Is Each Layer Non-trivial in CNN?
Wei Wang, Yanjie Zhu, Zhuoxu Cui +1
Convolutional neural network (CNN) models have achieved great success in many fields. With the advent of ResNet, networks used in practice are getting deeper and wider. However, is…
eess.IV2020★ 2 cited
Deep Low-rank Prior in Dynamic MR Imaging
Ziwen Ke, Wenqi Huang, Jing Cheng +8
The deep learning methods have achieved attractive performance in dynamic MR cine imaging. However, all of these methods are only driven by the sparse prior of MR images, while the…