Corpus ID: 218763392

Efficient and Phase-aware Video Super-resolution for Cardiac MRI

  title={Efficient and Phase-aware Video Super-resolution for Cardiac MRI},
  author={Jhih-Yuan Lin and Yu-Cheng Chang and Winston H. Hsu},
  • Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
  • Published 2020
  • Engineering, Computer Science
  • ArXiv
  • Cardiac Magnetic Resonance Imaging (CMR) is widely used since it can illustrate the structure and function of heart in a non-invasive and painless way. However, it is time-consuming and high-cost to acquire the high-quality scans due to the hardware limitation. To this end, we propose a novel end-to-end trainable network to solve CMR video super-resolution problem without the hardware upgrade and the scanning protocol modifications. We incorporate the cardiac knowledge into our model to assist… CONTINUE READING