Multimodal Medical Image Fusion using Rolling Guidance Filter with CNN and Nuclear Norm Minimization.

Journal: Current medical imaging
Published Date: Jan 1, 2020

Abstract

BACKGROUND: Medical image fusion is very important for the diagnosis and treatment of diseases. In recent years, there have been a number of different multi-modal medical image fusion algorithms that can provide delicate contexts for disease diagnosis more clearly and more conveniently. Recently, nuclear norm minimization and deep learning have been used effectively in image processing.

Authors

  • Shuaiqi Liu
    College of Electronic and Information Engineering, Hebei University, Baoding Hebei, China.
  • Lu Yin
    College of Electronic and Information Engineering, Hebei University, Baoding Hebei, China.
  • Siyu Miao
    College of Electronic and Information Engineering, Hebei University, Baoding Hebei, China.
  • Jian Ma
  • Shuai Cong
    Industrial and Commercial College, Hebei University, Baoding Hebei, China.
  • Shaohai Hu
    College of Computer and Information, Beijing Jiaotong University, Beijing, China.

Keywords

External Resources

Popular Topics
Recent Journals