no code implementations • 19 Jan 2019 • Zhao Xiaole, Huali Zhang, Hangfei Liu, Yun Qin, Tao Zhang, Xueming Zou
Single image super-resolution (SISR), especially that based on deep learning techniques, is an effective and promising alternative technique to improve the current spatial resolution of magnetic resonance (MR) images.
no code implementations • 15 Oct 2018 • Xiaole Zhao, Yulun Zhang, Tao Zhang, Xueming Zou
The proposed CSN model divides the hierarchical features into two branches, i. e., residual branch and dense branch, with different information transmissions.
Ranked #3 on Image Super-Resolution on IXI